diff --git a/Publications.html b/Publications.html
index fe41472..17fbd2c 100644
--- a/Publications.html
+++ b/Publications.html
@@ -63,13 +63,22 @@
 <li class="toctree-l3"><a class="reference internal" href="matlab/Functions/matCross.html"> Cross-Entropies</a><ul class="simple">
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="matlab/Functions/matMultivariate.html"> Multivariate Entropies</a><ul class="simple">
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="matlab/Functions/matBidimensional.html"> Bidimensional (2D) Entropies</a><ul class="simple">
+</ul>
+</li>
 <li class="toctree-l3"><a class="reference internal" href="matlab/Functions/matMultiscale.html"> Multiscale Entropies</a><ul class="simple">
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="matlab/Functions/matMultiscaleCross.html"> Multiscale Cross-Entropies</a><ul class="simple">
 </ul>
 </li>
-<li class="toctree-l3"><a class="reference internal" href="matlab/Functions/matBidimensional.html"> Bidimensional (2D) Entropies</a><ul class="simple">
+<li class="toctree-l3"><a class="reference internal" href="matlab/Functions/matMultivariateMultiscale.html"> Multivariate Multiscale Entropies</a><ul class="simple">
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="matlab/Functions/matOther.html"> Other Functions</a><ul class="simple">
 </ul>
 </li>
 </ul>
@@ -81,10 +90,13 @@
 <li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex4.html"> Ex. 4 - Cross-Distribution Entropy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex5.html"> Ex. 5 - Multiscale Entropy Object</a></li>
 <li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex6.html"> Ex. 6 - Multiscale [Increment] Entropy</a></li>
-<li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex7.html"> Ex. 7 - Refined Multisclae [Sample] Entropy</a></li>
+<li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex7.html"> Ex. 7 - Refined Multiscale [Sample] Entropy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex8.html"> Ex. 8 - Composite Multiscale Cross-[Approximate] Entropy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex9.html"> Ex. 9 - Hierarchical Multiscale corrected Cross-[Conditional] Entropy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex10.html"> Ex. 10 - Bidimensional Fuzzy Entropy</a></li>
+<li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex11.html"> Ex. 11 - Multivariate Dispersion Entropy</a></li>
+<li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex12.html"> Ex. 12 - [Generalized] Refined-composite Multivariate Multiscale Fuzzy Entropy</a></li>
+<li class="toctree-l3"><a class="reference internal" href="matlab/Examples/Ex13.html"> Ex. 13 - Windowing data with WindowData()</a></li>
 </ul>
 </li>
 </ul>
@@ -100,13 +112,19 @@
 <li class="toctree-l3"><a class="reference internal" href="python/Functions/Multivariate.html"> Multivariate Entropies</a><ul class="simple">
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="python/Functions/Bidimensional.html"> Bidimensional (2D) Entropies</a><ul class="simple">
+</ul>
+</li>
 <li class="toctree-l3"><a class="reference internal" href="python/Functions/Multiscale.html"> Multiscale Entropies</a><ul class="simple">
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="python/Functions/MultiscaleCross.html"> Multiscale Cross-Entropies</a><ul class="simple">
 </ul>
 </li>
-<li class="toctree-l3"><a class="reference internal" href="python/Functions/Bidimensional.html"> Bidimensional (2D) Entropies</a><ul class="simple">
+<li class="toctree-l3"><a class="reference internal" href="python/Functions/MultivariateMultiscale.html"> Multivariate Multiscale Entropies</a><ul class="simple">
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="python/Functions/Other.html"> Other Functions</a><ul class="simple">
 </ul>
 </li>
 </ul>
@@ -118,10 +136,13 @@
 <li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex4.html"> Ex. 4 - Cross-Distribution Entropy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex5.html"> Ex. 5 - Multiscale Entropy Object</a></li>
 <li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex6.html"> Ex. 6 - Multiscale [Increment] Entropy</a></li>
-<li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex7.html"> Ex. 7 - Refined Multisclae [Sample] Entropy</a></li>
+<li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex7.html"> Ex. 7 - Refined Multiscale [Sample] Entropy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex8.html"> Ex. 8 - Composite Multiscale Cross-[Approximate] Entropy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex9.html"> Ex. 9 - Hierarchical Multiscale corrected Cross-[Conditional] Entropy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex10.html"> Ex. 10 - Bidimensional Fuzzy Entropy</a></li>
+<li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex11.html"> Ex. 11 - Multivariate Dispersion Entropy</a></li>
+<li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex12.html"> Ex. 12 - [Generalized] Refined-composite Multivariate Multiscale Fuzzy Entropy</a></li>
+<li class="toctree-l3"><a class="reference internal" href="python/Examples/Ex13.html"> Ex. 13 - Windowing data with WindowData()</a></li>
 </ul>
 </li>
 </ul>
@@ -173,6 +194,14 @@ <h2>List of research articles citing EntropyHub<a class="headerlink" href="#list
 <h3>2024<a class="headerlink" href="#id1" title="Permalink to this heading"></a></h3>
 <ul>
 <li><dl>
+<dt><a class="reference external" href="https://iopscience.iop.org/article/10.1088/1361-6498/ad42a5/meta">Radiological complexity of nuclear facilities: an information complexity approach to workplace monitoring</a></dt><dd><div class="line-block">
+<div class="line">Abinash Chakraborty, Neeraj Parashar, Dhananjay Kumar Pandey, Pankaj Kumar, UV Deokar, JPN Pandey, MS Kulkarni</div>
+<div class="line"><em>Journal of Radiological Protection</em></div>
+</div>
+</dd>
+</dl>
+</li>
+<li><dl>
 <dt><a class="reference external" href="https://pubs.aip.org/aip/cha/article/34/4/043136/3282829/From-physiological-complexity-to-data-interactions">From physiological complexity to data interactions—A case study of recordings from exercise monitoring</a></dt><dd><div class="line-block">
 <div class="line">Małgorzata Andrzejewska, Tomasz Wróblewski, Szymon Cygan, Mateusz Ozimek, Monika Petelczyc</div>
 <div class="line"><em>Chaos</em></div>
@@ -467,8 +496,8 @@ <h3>2023<a class="headerlink" href="#id2" title="Permalink to this heading"><
 </li>
 </ul>
 </section>
-<section id="id4">
-<h3>2022<a class="headerlink" href="#id4" title="Permalink to this heading"></a></h3>
+<section id="id5">
+<h3>2022<a class="headerlink" href="#id5" title="Permalink to this heading"></a></h3>
 <ul>
 <li><dl>
 <dt><a class="reference external" href="https://link.springer.com/article/10.1007/s40520-022-02283-w">The complexity analysis of cerebral oxygen saturation during pneumoperitoneum and Trendelenburg position: a retrospective cohort study</a></dt><dd><div class="line-block">
diff --git a/_downloads/40d9c1910993d9509e60865d940bb066/EntropyHubGuide.pdf b/_downloads/40d9c1910993d9509e60865d940bb066/EntropyHubGuide.pdf
index ea988d0..b2dd430 100644
Binary files a/_downloads/40d9c1910993d9509e60865d940bb066/EntropyHubGuide.pdf and b/_downloads/40d9c1910993d9509e60865d940bb066/EntropyHubGuide.pdf differ
diff --git a/_sources/Publications.rst.txt b/_sources/Publications.rst.txt
index acddebe..c393a09 100644
--- a/_sources/Publications.rst.txt
+++ b/_sources/Publications.rst.txt
@@ -29,6 +29,10 @@ List of research articles citing EntropyHub
 2024
 ----
 
+* `Radiological complexity of nuclear facilities: an information complexity approach to workplace monitoring <https://iopscience.iop.org/article/10.1088/1361-6498/ad42a5/meta>`_
+    | Abinash Chakraborty, Neeraj Parashar, Dhananjay Kumar Pandey, Pankaj Kumar, UV Deokar, JPN Pandey, MS Kulkarni
+    | *Journal of Radiological Protection*
+
 * `From physiological complexity to data interactions—A case study of recordings from exercise monitoring <https://pubs.aip.org/aip/cha/article/34/4/043136/3282829/From-physiological-complexity-to-data-interactions>`_
     | Małgorzata Andrzejewska, Tomasz Wróblewski, Szymon Cygan, Mateusz Ozimek, Monika Petelczyc
     | *Chaos*
diff --git a/_static/EntropyHubGuide.pdf b/_static/EntropyHubGuide.pdf
index ea988d0..b2dd430 100644
Binary files a/_static/EntropyHubGuide.pdf and b/_static/EntropyHubGuide.pdf differ
diff --git a/searchindex.js b/searchindex.js
index 2354fa2..ab31e6c 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["EHupdates", "Home", "Publications", "index", "julia/EHjulia", "julia/jlexamples", "matlab/EHmatlab", "matlab/Examples/Ex1", "matlab/Examples/Ex10", "matlab/Examples/Ex11", "matlab/Examples/Ex12", "matlab/Examples/Ex13", "matlab/Examples/Ex2", "matlab/Examples/Ex3", "matlab/Examples/Ex4", "matlab/Examples/Ex5", "matlab/Examples/Ex6", "matlab/Examples/Ex7", "matlab/Examples/Ex8", "matlab/Examples/Ex9", "matlab/Functions/matBase", "matlab/Functions/matBidimensional", "matlab/Functions/matCross", "matlab/Functions/matMultiscale", "matlab/Functions/matMultiscaleCross", "matlab/Functions/matMultivariate", "matlab/Functions/matMultivariateMultiscale", "matlab/Functions/matOther", "matlab/matAPI", "matlab/matexamples", "python/EHpython", "python/Examples/Ex1", "python/Examples/Ex10", "python/Examples/Ex11", "python/Examples/Ex12", "python/Examples/Ex13", "python/Examples/Ex2", "python/Examples/Ex3", "python/Examples/Ex4", "python/Examples/Ex5", "python/Examples/Ex6", "python/Examples/Ex7", "python/Examples/Ex8", "python/Examples/Ex9", "python/Functions/Base", "python/Functions/Bidimensional", "python/Functions/Cross", "python/Functions/Multiscale", "python/Functions/MultiscaleCross", "python/Functions/Multivariate", "python/Functions/MultivariateMultiscale", "python/Functions/Other", "python/pyAPI", "python/pyexamples"], "filenames": ["EHupdates.rst", "Home.rst", "Publications.rst", "index.rst", "julia\\EHjulia.rst", "julia\\jlexamples.rst", "matlab\\EHmatlab.rst", "matlab\\Examples\\Ex1.rst", "matlab\\Examples\\Ex10.rst", "matlab\\Examples\\Ex11.rst", "matlab\\Examples\\Ex12.rst", "matlab\\Examples\\Ex13.rst", "matlab\\Examples\\Ex2.rst", "matlab\\Examples\\Ex3.rst", "matlab\\Examples\\Ex4.rst", "matlab\\Examples\\Ex5.rst", "matlab\\Examples\\Ex6.rst", "matlab\\Examples\\Ex7.rst", "matlab\\Examples\\Ex8.rst", "matlab\\Examples\\Ex9.rst", "matlab\\Functions\\matBase.rst", "matlab\\Functions\\matBidimensional.rst", "matlab\\Functions\\matCross.rst", "matlab\\Functions\\matMultiscale.rst", "matlab\\Functions\\matMultiscaleCross.rst", "matlab\\Functions\\matMultivariate.rst", "matlab\\Functions\\matMultivariateMultiscale.rst", "matlab\\Functions\\matOther.rst", "matlab\\matAPI.rst", "matlab\\matexamples.rst", "python\\EHpython.rst", "python\\Examples\\Ex1.rst", "python\\Examples\\Ex10.rst", "python\\Examples\\Ex11.rst", "python\\Examples\\Ex12.rst", "python\\Examples\\Ex13.rst", "python\\Examples\\Ex2.rst", "python\\Examples\\Ex3.rst", "python\\Examples\\Ex4.rst", "python\\Examples\\Ex5.rst", "python\\Examples\\Ex6.rst", "python\\Examples\\Ex7.rst", "python\\Examples\\Ex8.rst", "python\\Examples\\Ex9.rst", "python\\Functions\\Base.rst", "python\\Functions\\Bidimensional.rst", "python\\Functions\\Cross.rst", "python\\Functions\\Multiscale.rst", "python\\Functions\\MultiscaleCross.rst", "python\\Functions\\Multivariate.rst", "python\\Functions\\MultivariateMultiscale.rst", "python\\Functions\\Other.rst", "python\\pyAPI.rst", "python\\pyexamples.rst"], "titles": ["Latest Updates", "EntropyHub", "Publications", "EntropyHub", "EntropyHub: Julia", "EntropyHub: Julia", "EntropyHub: MatLab", "Example 1: Sample Entropy", "Example 10: Bidimensional Fuzzy Entropy", "Example 11: Multivariate Dispersion Entropy", "Example 12: [Generalized] Refined-composite Multivariate Multiscale Fuzzy Entropy", "Example 13: Windowing Data with WindowData()", "Example 2: (Fine-Grained) Permutation Entropy", "Example 3: Phase Entropy w/ Pioncare Plot", "Example 4: Cross-Distribution Entropy w/ Different Binning Methods", "Example 5: Multiscale Entropy Object [MSobject()]", "Example 6: Multiscale [Increment] Entropy", "Example 7: Refined Multiscale [Sample] Entropy", "Example 8: Composite Multiscale Cross-[Approximate] Entropy", "Example 9: Hierarchical Multiscale corrected Cross-[Conditional] Entropy", "Base Entropies", "Bidimensional Entropies", "Cross Entropies", "Multiscale Entropies", "Multiscale Cross-Entropies", "Multivariate Entropies", "Multivariate Multiscale Entropies", "Other Functions", "MatLab Functions:", "MatLab Examples:", "EntropyHub: Python", "Example 1: Sample Entropy", "Example 10: Bidimensional Fuzzy Entropy", "Example 11: Multivariate Dispersion Entropy", "Example 12: [Generalized] Refined-composite Multivariate Multiscale Fuzzy Entropy", "Example 13: Windowing Data with WindowData()", "Example 2: (Fine-Grained) Permutation Entropy", "Example 3: Phase Entropy w/ Pioncare Plot", "Example 4: Cross-Distribution Entropy w/ Different Binning Methods", "Example 5: Multiscale Entropy Object [MSobject()]", "Example 6: Multiscale [Increment] Entropy", "Example 7: Refined Multiscale [Sample] Entropy", "Example 8: Composite Multiscale Cross-[Approximate] Entropy", "Example 9: Hierarchical Multiscale corrected Cross-[Conditional] Entropy", "Base Entropies", "Bidimensional Entropies", "Cross Entropies", "Multiscale Entropies", "Multiscale Cross-Entropies", "Multivariate Entropies", "Multivariate Multiscale Entropies", "Other Functions", "Python Functions:", "Python Examples:"], "terms": {"new": [0, 20, 21, 22, 25, 28, 44, 45, 46, 49, 52], "announc": 0, "come": [], "soon": [], "entropyhub": [0, 20, 21, 22, 23, 24, 25, 26, 29, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53], "1": [8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "year": 0, "old": 0, "There": [0, 1, 3, 4, 6, 29, 30], "ha": [0, 1, 3, 4, 6, 21, 29, 30, 45, 53], "been": [0, 1, 3, 4, 6, 53], "great": 0, "interest": 0, "first": [0, 10, 19, 23, 24, 29, 34, 43, 47, 48, 53], "sinc": 0, "its": [0, 2, 20, 22, 23, 25, 26, 44, 46, 47, 49, 50], "origin": [0, 21, 25, 29, 45, 47, 48, 49, 50, 53], "public": 0, "plo": [0, 1, 2, 3, 21, 45], "One": [0, 1, 2, 3, 30, 51], "To": [0, 1, 3, 4, 6, 21, 23, 24, 25, 26, 29, 30, 45, 47, 48, 49, 50, 53], "date": [0, 30], "ar": [0, 4, 6, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "about": [0, 2, 4, 6, 27, 51], "11": [0, 1, 3, 13, 15, 20, 21, 23, 29, 37, 39, 44, 45, 47, 53], "cite": 0, "cover": 0, "broad": 0, "rang": [0, 1, 3, 8, 9, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 33, 38, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "scientif": [0, 1, 3, 6, 28, 52], "disciplin": 0, "includ": [0, 1, 3, 11, 20, 27, 35, 44, 51], "neurosci": [0, 23, 47], "meteorolog": 0, "mathemat": [0, 2, 20, 23, 24, 44, 47, 48], "jl": [0, 4, 5], "github": [0, 1, 3, 4, 5, 6, 22, 24, 27, 30, 46, 48], "repositori": [0, 2, 6], "have": [0, 1, 3, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "over": [0, 10, 16, 17, 18, 19, 23, 24, 26, 34, 40, 41, 42, 43, 47, 48, 50], "50": [0, 27, 51], "star": [0, 1, 3], "42": 0, "respect": [0, 20, 21, 22, 44, 45, 46], "matlab": [0, 1, 2, 3, 21, 27], "toolkit": [0, 4, 6, 21, 29, 30, 45], "download": [0, 1, 3, 4, 6, 27, 30, 51], "600": [0, 11, 35], "time": [0, 1, 2, 3, 4, 6, 7, 8, 12, 13, 14, 15, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 36, 37, 38, 39, 42, 43, 45, 49, 50, 51, 52, 53], "from": [0, 1, 2, 3, 4, 6, 7, 9, 11, 20, 21, 22, 23, 24, 25, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 43, 44, 45, 46, 47, 48, 49, 51, 53], "file": [0, 1, 3, 4, 6, 30], "exchang": [0, 1, 3, 6], "we": [0, 1, 3, 24, 29, 48], "would": [0, 21, 45, 52], "like": [0, 6, 10, 21, 26, 30, 34, 45, 50], "extend": 0, "our": [0, 1, 3], "gratitud": 0, "all": [0, 1, 3, 4, 6, 12, 20, 23, 24, 25, 26, 30, 36, 44, 47, 48, 49, 50], "those": [0, 9, 33], "who": 0, "us": [0, 1, 2, 3, 4, 6, 8, 9, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "work": [0, 6], "provid": [0, 1, 3, 23, 24, 25, 27, 29, 47, 48, 49, 51, 53], "help": [0, 23, 24, 26, 47, 48, 50], "feedback": 0, "plan": 0, "expand": 0, "hope": 0, "you": [0, 1, 3, 6, 29, 30], "continu": [0, 2], "support": 0, "thi": [0, 1, 3, 4, 10, 20, 21, 23, 24, 25, 29, 34, 44, 45, 47, 48, 49, 53], "endeavour": 0, "spread": 0, "word": 0, "ieee": [0, 2, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "embc": [0, 21, 24, 45, 48], "symposium": 0, "entropi": [0, 1, 2, 3, 4, 6, 27, 29, 30, 51, 53], "algorithm": [0, 2, 20, 21, 23, 24, 25, 26, 44, 45, 47, 48, 49, 50], "At": [0, 23, 24, 47], "confer": [0, 2, 20, 21, 24, 25, 44, 45, 48, 49], "glasgow": 0, "entitl": 0, "recent": 0, "advanc": [0, 1, 3], "biomed": [0, 10, 20, 21, 22, 23, 24, 25, 26, 34, 44, 45, 46, 47, 48, 49, 50], "signal": [0, 2, 6, 7, 10, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 29, 31, 34, 38, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 52, 53], "beyond": 0, "univari": [0, 2, 11, 25, 27, 28, 35, 49, 51, 52], "seri": [0, 1, 2, 3, 4, 6, 21, 25, 26, 27, 28, 29, 30, 45, 49, 50, 51, 52, 53], "wa": [0, 4, 30], "organis": 0, "prof": 0, "javier": [0, 2, 20, 21, 23, 25, 26, 44, 45, 47, 49, 50], "escudero": [0, 10, 20, 21, 23, 25, 26, 34, 44, 45, 47, 49, 50], "ann": [0, 2, 21, 23, 24, 45, 47, 48], "humeau": [0, 2, 21, 23, 24, 45, 47, 48], "huertier": 0, "introduc": 0, "method": [0, 1, 2, 3, 9, 10, 20, 21, 22, 23, 24, 25, 26, 27, 29, 33, 34, 44, 45, 46, 47, 48, 49, 50, 51, 53], "analysi": [0, 2, 4, 6, 10, 20, 21, 22, 23, 24, 25, 26, 30, 34, 44, 45, 46, 47, 48, 49, 50], "engin": [0, 2, 10, 20, 21, 23, 24, 25, 26, 34, 44, 45, 47, 48, 49, 50], "commun": [0, 20, 21, 44, 45], "As": [0, 1, 3, 10, 20, 34, 44], "part": [0, 1, 3], "dr": 0, "matt": [0, 1, 3], "flood": [0, 1, 3, 21, 22, 24, 45, 46, 48], "present": [0, 1, 3, 10, 21, 25, 34, 45, 49], "audienc": 0, "advantag": [0, 4, 6, 30], "benefit": 0, "offer": 0, "The": [0, 1, 2, 3, 4, 6, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "medicin": [0, 20, 21, 44, 45], "biologi": [0, 20, 21, 44, 45], "take": [0, 1, 3, 20, 22, 44, 46], "place": 0, "15": [0, 19, 20, 23, 24, 26, 44, 47, 48, 50], "titl": 0, "quantif": [0, 20, 44], "where": [0, 4, 6, 16, 17, 18, 20, 21, 22, 25, 29, 30, 40, 41, 42, 44, 45, 46, 49, 53], "novel": [0, 2, 20, 24, 44, 48], "appic": 0, "biomedicin": [0, 2, 20, 25, 44, 49], "discuss": 0, "founder": 0, "lead": [0, 21, 45], "develop": [0, 1, 2, 3], "give": 0, "demonstr": 0, "function": [0, 1, 2, 3, 4, 6, 8, 10, 15, 29, 30, 32, 34, 39, 40, 41, 42, 43, 53], "reveal": 0, "futur": [0, 28, 52], "releas": [0, 28, 52], "read": 0, "more": [1, 3, 4, 6, 20, 21, 22, 25, 29, 44, 45, 46, 49], "programm": 0, "here": [1, 3, 4, 5, 6, 21, 25, 29, 30, 45, 49], "meet": 0, "version": [1, 3, 4, 6, 30], "v0": 0, "2": [1, 3, 7, 8, 9, 10, 11, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 31, 32, 33, 34, 35, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53], "two": [0, 1, 2, 3, 4, 6, 18, 20, 23, 26, 27, 28, 42, 44, 47, 50, 51, 52], "bidimension": [0, 6, 29, 30, 53], "permut": [0, 2, 20, 21, 22, 23, 24, 25, 26, 28, 29, 44, 45, 46, 47, 48, 49, 50, 52, 53], "permen2d": [0, 21, 25, 28, 45, 49, 52], "espinosa": [0, 21, 28, 45, 52], "espen2d": [0, 21, 28, 29, 45, 52, 53], "paper": 0, "bring": 0, "attent": [0, 20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "wider": 0, "happi": 0, "describ": [0, 1, 3, 47, 48, 50], "publish": [0, 28, 52], "user": [0, 1, 3, 4, 6, 30], "requir": [0, 1, 3, 27, 29, 51, 52, 53], "thei": 0, "matthew": [0, 1, 3, 21, 22, 24, 45, 46, 48], "w": [0, 1, 3, 9, 12, 20, 21, 22, 24, 25, 33, 36, 44, 45, 46, 48, 49], "bernd": [0, 20, 21, 25, 44, 45, 49], "grimm": [0, 21, 45], "an": [0, 2, 4, 6, 7, 8, 12, 14, 15, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 32, 36, 38, 39, 44, 45, 46, 47, 48, 49, 50, 51, 53], "open": [0, 2, 4, 6, 21, 30, 45], "sourc": [0, 2, 4, 6, 21, 30, 45], "entrop": [0, 4, 6, 21, 30, 45], "16": [0, 1, 3, 20, 21, 44, 45], "e0259448": [0, 1, 3, 21, 45], "doi": [0, 1, 3, 25, 49], "10": [0, 1, 3, 10, 12, 20, 21, 23, 24, 25, 26, 27, 29, 36, 44, 45, 47, 48, 49, 50, 51, 53], "1371": [0, 1, 3], "journal": [0, 1, 2, 3, 20, 22, 23, 24, 25, 44, 46, 47, 48, 49], "pone": [0, 1, 3], "0259448": [0, 1, 3], "correct": [0, 15, 20, 22, 29, 39, 44, 46, 47, 48, 50, 53], "enofen": [0, 20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "follow": [0, 1, 3, 6, 10, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 34, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "can": [0, 1, 2, 3, 4, 5, 6, 21, 23, 24, 25, 26, 27, 30, 45, 47, 48, 49, 50, 51], "specifi": [0, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51], "amplitud": [0, 20, 25, 44, 49], "xmin": [0, 20, 44], "xmax": [0, 20, 44], "which": [0, 1, 3, 4, 6, 25, 27, 29, 30, 49, 51, 52], "number": [0, 1, 3, 7, 9, 12, 14, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 31, 33, 36, 38, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "slice": [0, 20, 44], "s1": [0, 23, 24, 47, 48], "partit": [0, 13, 20, 37, 44], "see": [0, 1, 3, 20, 21, 22, 23, 24, 25, 26, 27, 44, 45, 46, 47, 48, 49, 50, 51], "literatur": [0, 1, 3, 28, 52], "info": [0, 1, 3, 20, 21, 22, 25, 27, 44, 45, 46, 47, 49, 50, 51], "initi": 0, "platform": 0, "pypi": [0, 1, 3, 30], "julia": [0, 1, 3], "packag": [0, 1, 2, 3, 4, 5, 6, 30, 52], "mai": [0, 1, 3, 6, 21, 26, 45, 50], "some": [0, 6, 29, 53], "bug": [0, 1, 3], "typo": 0, "s": [0, 2, 14, 20, 22, 27, 29, 38, 44, 46, 51, 53], "other": [0, 1, 3, 20, 44], "small": [0, 21, 45], "issu": 0, "iron": 0, "out": [], "avail": [0, 1, 3, 4, 6, 30, 44, 45, 46, 49], "python": [0, 1, 2, 3, 29, 45], "latest": [1, 3], "updat": [1, 3, 23, 24, 47, 48], "survei": [1, 3], "wide": [1, 3], "calcul": [0, 1, 2, 3, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 31, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50], "differ": [0, 1, 3, 13, 37, 44], "statist": [1, 3, 4, 6, 20, 23, 25, 26, 44, 47, 49, 50], "ever": [1, 3], "grow": [0, 1, 3], "inform": [1, 2, 3, 4, 6, 20, 21, 22, 23, 25, 26, 27, 30, 44, 45, 46, 49, 51], "theoret": [1, 3, 21, 45], "dynam": [0, 1, 2, 3, 20, 22, 23, 24, 25, 26, 28, 44, 46, 47, 48, 49, 50, 52], "system": [0, 1, 2, 3, 4, 10, 12, 13, 19, 20, 25, 29, 34, 36, 37, 43, 44, 49, 53], "measur": [0, 1, 2, 3, 20, 21, 25, 44, 45, 49], "although": [], "mani": [0, 1, 3, 20, 44], "estim": [0, 1, 3, 9, 12, 28, 33, 36, 52], "found": [0, 4, 5, 20, 21, 22, 44, 45, 46], "variou": [1, 3, 28, 52], "corner": [6, 17, 20, 21, 22, 25, 41, 44, 45, 46, 49], "internet": [27, 29, 51, 53], "current": [0, 6], "perform": [0, 1, 3, 4, 9, 20, 21, 27, 33, 44, 45, 51], "extens": 0, "consist": [0, 1, 3, 25, 49], "syntax": [0, 1, 3, 6, 30, 52], "goal": [1, 3], "integr": [1, 2, 3, 20, 22, 44, 46], "establish": [1, 3], "one": [0, 1, 3, 4, 6, 20, 21, 22, 23, 24, 25, 26, 27, 44, 45, 46, 47, 48, 49, 50, 51], "uncertainti": [1, 3], "regard": [1, 3], "side": [1, 2, 3], "same": [1, 3, 4, 9, 21, 23, 24, 33, 45, 47, 48], "coin": [1, 3], "gain": [1, 3], "remov": [1, 3, 20, 25, 44, 49], "In": [0, 1, 3, 4, 6, 20, 25, 29, 30, 49, 53], "context": [1, 3], "probabl": [1, 3, 14, 20, 22, 25, 38, 44, 46, 49], "theori": [1, 2, 3], "quantifi": [1, 3, 16, 20, 21, 23, 24, 40, 44, 45, 47], "concept": 2, "classic": [1, 3], "physic": [1, 2, 3, 20, 21, 23, 24, 25, 26, 44, 45, 47, 48, 49, 50], "under": [1, 3, 6, 20, 44], "second": [13, 24, 37, 44, 48], "law": [1, 3, 23, 47], "thermodynam": [1, 3], "consid": [1, 3, 25, 49], "underpin": [], "fundament": [23, 47], "understand": [], "nonlinear": [1, 2, 3, 20, 22, 25, 44, 46, 49], "central": [1, 3], "degre": [0, 1, 3, 20, 22, 44, 46], "therefor": [1, 3, 21, 22, 25, 45, 46, 49], "explain": [1, 2, 3], "complex": [0, 1, 2, 3, 17, 19, 20, 21, 23, 24, 25, 26, 41, 43, 44, 45, 47, 48, 49, 50], "behaviour": [1, 3], "real": [1, 3], "world": [1, 3], "attempt": [1, 3], "analys": [0, 1, 2, 3], "analog": [1, 3], "around": [1, 3], "discret": [0, 1, 3], "step": [1, 3, 11, 35], "do": [0, 1, 2, 3, 4, 6, 11, 21, 24, 25, 27, 35, 45, 48, 49, 51], "so": [0, 1, 3, 4, 6, 21, 24, 26, 45, 48, 50], "compromis": [1, 3], "abil": [1, 3], "accur": [1, 3], "deriv": [1, 3, 25, 49], "each": [0, 1, 3, 6, 7, 9, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 33, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "seek": [1, 3], "best": [1, 3], "captur": [1, 3], "examin": [1, 3, 25, 49], "result": [0, 1, 3, 6, 9, 33], "approxim": [0, 1, 2, 3, 20, 22, 23, 24, 26, 28, 29, 44, 46, 47, 48, 50, 52, 53], "sampl": [0, 1, 2, 3, 4, 6, 9, 11, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 33, 35, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "multiscal": [0, 1, 2, 3, 4, 6, 20, 21, 22, 25, 29, 30, 44, 45, 46, 49, 53], "refin": [0, 1, 3, 23, 24, 25, 26, 28, 29, 47, 48, 49, 50, 52, 53], "composit": [0, 1, 3, 23, 24, 26, 28, 29, 47, 48, 50, 52, 53], "cross": [0, 1, 2, 3, 4, 6, 15, 23, 25, 26, 29, 30, 39, 47, 49, 50, 53], "statisitc": [1, 3], "becom": [1, 3, 17, 18, 23, 24, 41, 42, 47, 48], "difficult": [1, 3], "identifi": [0, 1, 3], "contrast": [1, 3], "compar": [1, 3, 9, 20, 22, 25, 26, 33, 44, 46, 49, 50], "overcom": [1, 3, 21, 45], "design": [1, 2, 3, 4, 30], "comprehens": [1, 3, 4, 6, 30], "set": [0, 1, 3, 9, 10, 12, 13, 19, 20, 21, 22, 23, 24, 27, 29, 33, 44, 45, 46, 47, 48, 51, 53], "simpl": [1, 3], "allow": [0, 1, 3], "augment": [1, 3], "paramet": [0, 1, 3, 10, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 34, 36, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53], "command": [1, 3, 4, 6, 30, 52, 53], "line": [1, 3, 4, 6, 20, 30], "enabl": [1, 3, 21, 45], "basic": [1, 3, 29, 53], "implement": [0, 1, 3, 25, 49], "eas": [0, 1, 3], "It": [1, 3, 20, 44], "import": [1, 3, 7, 8, 9, 10, 12, 13, 14, 16, 17, 18, 19, 21, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 49, 51, 52, 53], "clarifi": [1, 3], "herein": [1, 3], "guid": [1, 3, 4, 6, 20, 21, 22, 23, 25, 26, 27, 30, 44, 45, 46, 47, 49, 50, 51], "pdf": [1, 3, 4, 6, 27, 30], "booklet": [1, 3], "written": [1, 3, 52, 53], "effect": [1, 3], "find": [0, 1, 3, 6], "descript": [1, 3, 28, 52], "exampl": [0, 1, 3, 4, 5, 6, 21, 27, 28, 45, 51, 52], "refer": [1, 3, 4, 6, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50, 52], "section": [1, 2, 3, 6, 29, 52, 53], "access": [1, 3, 6, 20, 21, 22, 30, 44, 45, 46], "through": [1, 3, 21, 22, 25, 45, 46, 49], "browser": [1, 3, 6], "apach": [1, 3], "0": [1, 3, 7, 8, 9, 10, 11, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "free": [1, 3, 20, 44], "condit": [1, 3, 12, 15, 20, 22, 23, 24, 26, 28, 29, 36, 39, 44, 46, 47, 48, 50, 52, 53], "ani": [0, 1, 3, 6, 11, 23, 24, 26, 27, 28, 29, 30, 35, 47, 48, 50, 51, 52, 53], "output": [1, 3, 9, 10, 20, 22, 33, 34, 44, 46], "realiz": [1, 3], "softwar": [1, 3, 6], "2021": [1, 3, 20, 21, 22, 24, 25, 44, 45, 46, 48, 49], "www": [0, 1, 3, 27, 51], "xyz": [0, 1, 3, 27, 51], "copyright": [1, 3], "except": [0, 1, 3], "complianc": [1, 3], "obtain": [0, 1, 3, 9, 25, 33, 49], "copi": [1, 3], "http": [1, 3, 4, 5, 22, 24, 27, 46, 48], "org": [1, 3], "unless": [1, 3], "applic": [1, 2, 3, 20, 21, 23, 24, 25, 26, 44, 45, 47, 48, 49, 50], "agre": [1, 3], "write": [1, 3], "distribut": [1, 3, 7, 9, 16, 17, 18, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 33, 40, 41, 42, 44, 45, 46, 47, 48, 50, 51, 52, 53], "AS": [1, 3], "IS": [1, 3], "basi": [1, 3], "without": [0, 1, 2, 3, 6, 13, 21, 37, 45], "warranti": [1, 3], "OR": [1, 3], "OF": [1, 3], "kind": [1, 3], "either": [1, 3, 20, 25, 27, 44, 49, 51], "express": [1, 3, 21, 45], "impli": [1, 3], "specif": [0, 1, 3, 4, 6, 27, 51], "languag": [1, 3, 5], "govern": [1, 3], "permiss": [1, 3], "limit": [1, 3], "For": [1, 3, 4, 6, 20, 21, 22, 23, 25, 26, 27, 29, 44, 45, 46, 47, 49, 50, 51, 52, 53], "term": [1, 2, 3, 20, 25, 44, 49], "com": [1, 3, 4, 22, 24, 27, 46, 48], "mattwillflood": [1, 3, 4, 5, 22, 24, 27, 46, 48], "If": [1, 3, 20, 22, 23, 24, 25, 27, 44, 46, 47, 48, 49, 50, 51], "pleas": [1, 3], "gaug": [1, 3], "satisfact": [1, 3], "question": [1, 3], "hesit": [1, 3], "fix": [0, 1, 3, 23, 47], "need": [1, 3], "instal": [1, 3, 29], "thank": [0, 1, 3], "singl": [2, 11, 28, 35, 52], "neuron": 2, "spike": [2, 20, 25, 44, 49], "variabl": [2, 20, 22, 23, 24, 44, 46, 47, 48], "hippocampu": 2, "track": 2, "sensori": 2, "content": 2, "dure": 2, "memori": [0, 2, 21, 45], "format": 2, "human": [2, 23, 24, 47], "leonhard": 2, "waschk": 2, "fabian": 2, "kamp": 2, "evi": 2, "van": 2, "den": 2, "elzen": 2, "suresh": 2, "krishna": 2, "ulman": 2, "lindenberg": 2, "ueli": 2, "rutishaus": 2, "dougla": [2, 20, 22, 44, 46], "d": [2, 20, 23, 25, 44, 47, 49], "garrett": 2, "biorxiv": 2, "physiolog": [2, 20, 22, 23, 24, 26, 44, 46, 47, 48, 50], "cep": 2, "reson": 2, "breath": 2, "rate": [2, 20, 22, 44, 46], "assess": [2, 20, 21, 22, 27, 44, 45, 46, 51], "fractal": [2, 8, 21, 27, 29, 32, 45, 51, 53], "dimens": [0, 2, 7, 9, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 31, 33, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50], "heart": [2, 20, 22, 23, 24, 44, 46, 47, 48], "asymmetri": [2, 20, 44], "david": [2, 20, 44], "mayor": 2, "toni": 2, "steffert": 2, "georg": [2, 20, 23, 26, 44, 47, 50], "datseri": 2, "andrea": [2, 20, 25, 44, 49], "firth": 2, "deepak": 2, "pandai": 2, "harikala": 2, "kandel": 2, "duncan": 2, "bank": 2, "enhanc": 2, "classif": [2, 20, 44], "preterm": 2, "birth": 2, "wavelet": [2, 20, 44], "transform": [0, 2, 9, 15, 20, 21, 25, 33, 39, 44, 45, 49], "base": [0, 2, 6, 8, 10, 12, 13, 19, 21, 22, 23, 24, 25, 26, 29, 30, 32, 34, 36, 37, 43, 45, 46, 47, 48, 49, 50, 53], "electrohysterogram": 2, "h\u00e9ctor": 2, "romero": 2, "moral": 2, "jenni": 2, "noem\u00ed": 2, "mu\u00f1oz": 2, "mont": 2, "de": [2, 23, 24, 26, 47, 48, 50], "oca": 2, "rodrigo": 2, "mora": 2, "mart\u00ednez": 2, "yecid": 2, "mina": 2, "paz": 2, "jos\u00e9": [2, 23, 24, 47, 48], "rey": 2, "lago": 2, "frontier": [2, 23, 47], "endocrinolog": 2, "fine": [2, 20, 29, 44, 53], "gross": 2, "motor": [2, 20, 44], "task": [2, 28, 52], "fibromyalgia": 2, "patient": 2, "precis": 2, "retrospect": 2, "studi": 2, "nanci": 2, "anacleto": 2, "br\u00edgida": 2, "reposit\u00f3rio": 2, "cient\u00edfico": 2, "instituto": 2, "polit\u00e9cnico": 2, "santar\u00e9m": 2, "cerebr": 2, "oxygen": 2, "satur": 2, "pneumoperitoneum": 2, "trendelenburg": 2, "posit": [2, 20, 21, 22, 23, 24, 25, 26, 27, 44, 45, 46, 47, 48, 49, 50, 51], "cohort": 2, "xiaoxiao": 2, "wang": [2, 20, 22, 25, 44, 46, 49], "chang": [0, 2, 6, 20, 44], "liu": [2, 20, 44], "kai": 2, "zhang": [2, 20, 24, 25, 44, 48, 49], "yunliang": 2, "yao": 2, "yu": 2, "weidong": 2, "mi": 2, "hao": 2, "li": [2, 20, 25, 44, 49], "ag": 2, "clinic": [2, 20, 44], "experiment": 2, "chao": [2, 21, 45], "strength": [2, 22, 46], "taylor": 2, "sine": 2, "chaotic": [2, 20, 44], "map": [0, 2, 21, 45], "ioanni": 2, "kafetzi": 2, "lazaro": 2, "moysi": 2, "christo": 2, "volo": 2, "util": [0, 2], "intraop": 2, "nir": 2, "oximetri": 2, "data": [0, 2, 9, 10, 12, 13, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 33, 34, 36, 37, 39, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "diagnosi": [2, 20, 44], "postop": 2, "cognit": [2, 23, 47], "improv": [2, 20, 25, 44, 49], "ran": 2, "huo": [2, 20, 25, 44, 49], "wanzhong": 2, "yuan": 2, "huishu": 2, "tao": [2, 24, 48], "nan": [2, 12, 36], "electroencephalogram": 2, "toward": 2, "psychogen": 2, "non": 2, "epilept": 2, "seizur": 2, "chloe": 2, "hinchliff": 2, "mahinda": 2, "yogarajah": 2, "samia": 2, "elkommo": 2, "hongi": 2, "tang": 2, "daniel": 2, "abasolo": 2, "dimension": [2, 28, 52], "detect": [2, 20, 25, 44, 49], "radiograph": 2, "sign": 2, "tooth": 2, "resorpt": 2, "hypercementosi": 2, "equin": 2, "model": 2, "kamil": 2, "g\u00f3rski": 2, "marta": 2, "borowska": 2, "el\u017cbieta": 2, "stefanik": 2, "izabela": 2, "polkowska": 2, "bernard": 2, "turek": 2, "andrzej": 2, "bereznowski": 2, "ma\u0142gorzata": 2, "domino": 2, "infrar": 2, "thermographi": 2, "rider": 2, "hors": 2, "bodyweight": 2, "ratio": [2, 20], "horseback": 2, "ride": 2, "\u0142ukasz": 2, "zdrojkowski": 2, "tomasz": 2, "jasi\u0144ski": 2, "urszula": 2, "sikorska": 2, "micha\u0142": 2, "skibniewski": 2, "ma\u015bko": 2, "sensor": [2, 20, 25, 44, 49], "what": [0, 2, 29], "metric": [2, 20, 21, 22, 44, 45, 46], "tell": 2, "type": [0, 2, 4, 6, 20, 21, 23, 24, 25, 26, 27, 28, 30, 44, 47, 48, 49, 50, 51, 52], "fixat": 2, "video": 2, "view": [2, 10, 12], "k": [2, 8, 10, 12, 13, 19, 20, 23, 24, 26, 34, 36, 37, 43, 44, 47, 48, 50], "melnyk": 2, "l": [2, 20, 23, 24, 26, 44, 47, 48, 50], "friedman": 2, "o": 2, "komogortsev": 2, "texa": 2, "state": [2, 20, 22, 44, 46], "digit": 2, "librari": 2, "respons": 2, "travel": 2, "ionospher": 2, "disturb": 2, "across": [0, 2, 20, 23, 24, 25, 26, 44, 47, 48, 49, 50], "eastern": 2, "africa": 2, "sector": [2, 20, 44], "geomagnet": 2, "storm": 2, "neural": [2, 20, 23, 44, 47], "network": [2, 47], "i": [0, 2, 16, 20, 22, 23, 24, 25, 26, 29, 40, 44, 46, 47, 48, 49, 50, 52, 53], "A": [0, 2, 4, 6, 20, 21, 22, 23, 24, 25, 26, 30, 44, 45, 46, 47, 48, 49, 50], "oludehinwa": 2, "velichko": 2, "b": [2, 20, 22, 44, 46], "ogunsua": 2, "olusola": 2, "odeyemi": 2, "n": [2, 11, 16, 20, 22, 25, 26, 27, 29, 35, 40, 44, 46, 49, 50, 51, 53], "njah": 2, "t": [2, 9, 12, 20, 21, 22, 23, 24, 25, 33, 35, 36, 44, 45, 46, 47, 48, 49], "ologun": 2, "geophys": 2, "space": [2, 25, 26, 49, 50], "acoust": [2, 25, 49], "cavit": 2, "identif": 2, "propel": 2, "yang": [2, 20, 24, 44, 48], "lilin": 2, "cui": 2, "marin": 2, "scienc": [2, 20, 22, 44, 46], "deep": 2, "learn": [2, 4, 6], "umang": 2, "goenka": 2, "param": 2, "patil": 2, "kush": 2, "gosalia": 2, "aaryan": 2, "jagetia": 2, "arxiv": 2, "pressur": 2, "injuri": 2, "link": [2, 4, 6, 20, 30, 44], "abdomin": 2, "temperatur": 2, "nikhil": 2, "padhy": 2, "denis": 2, "rio": 2, "vaunett": 2, "fai": 2, "sandra": 2, "hanneman": 2, "23rd": 2, "intern": [2, 20, 21, 24, 25, 44, 45, 48, 49], "reus": 2, "iri": 2, "structur": 2, "empir": [2, 23, 47], "comparison": [2, 20, 21, 22, 44, 45, 46], "indic": [2, 20, 21, 22, 44, 45, 46], "neurokit2": 2, "dominiqu": 2, "makowski": 2, "shu": [2, 20, 44], "te": 2, "tam": 2, "pham": [2, 23, 47], "zen": 2, "juen": 2, "lau": 2, "h": [2, 20, 21, 22, 23, 24, 25, 44, 45, 46, 47, 48, 49], "annabel": 2, "chen": [2, 20, 44], "techniqu": 2, "nneten": 2, "short": [2, 20, 44], "noisi": [2, 20, 44], "hanif": 2, "heidari": 2, "andrei": 2, "registri": 4, "complet": [4, 6], "sever": [0, 4, 6, 29, 30], "depend": [4, 22, 30, 46], "alongsid": [4, 30], "alreadi": [4, 30, 53], "dsp": 4, "fftw": 4, "delimitedfil": 4, "random": [4, 7, 9, 22, 27, 29, 31, 33, 46, 51, 53], "plot": [4, 10, 19, 20, 23, 24, 26, 34, 43, 44, 47, 48, 50], "statsbas": 4, "statsfun": 4, "groupslic": 4, "combinator": 4, "cluster": 4, "linearalgebra": 4, "dierckx": [], "5": [4, 8, 10, 11, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 32, 34, 35, 38, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 53], "intend": [4, 6, 30], "wai": [4, 6, 23, 24, 30, 47, 48], "repl": 4, "should": [4, 6], "appear": 4, "vx": 4, "y": [0, 4, 10, 12, 13, 19, 20, 22, 27, 29, 34, 36, 37, 43, 44, 46, 51, 53], "pkg": 4, "x": [0, 4, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 49, 50, 51, 53], "your": [0, 4, 6, 21, 30, 45], "add": [4, 6], "note": [0, 4, 6, 14, 20, 22, 27, 38, 44, 46, 51], "case": [2, 4, 6, 23, 24, 25, 26, 47, 48, 49, 50], "sensit": [4, 20, 23, 24, 25, 26, 44, 47, 48, 49, 50], "altern": [4, 6, 25, 49], "modul": [4, 30, 52, 53], "procedur": [0, 4, 10, 16, 23, 26, 27, 34, 40, 47, 50, 51], "after": 4, "check": [0, 4, 6, 30], "correctli": [4, 6, 30], "load": 4, "greet": [4, 30], "___": [4, 6, 30], "_": [4, 5, 6, 30, 31, 38, 40, 42, 44], "_____": [4, 6, 30], "____": [4, 6, 30], "___________": [4, 6, 30], "__": [4, 6, 30], "_______": [4, 6, 30], "______": [4, 6, 30], "kei": [4, 6, 30], "make": [0, 4, 6, 30], "most": [0, 4, 6, 26, 30, 50], "easili": [4, 6], "name": [4, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 44, 45, 46, 47, 48, 49, 50, 52, 53], "sampen": [0, 4, 6, 7, 17, 20, 21, 22, 23, 24, 25, 26, 28, 30, 31, 41, 44, 45, 46, 47, 48, 49, 50, 52, 53], "xspecen": [4, 6, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "spectral": [4, 6, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "hxmsen": [4, 6, 19, 23, 24, 26, 28, 29, 43, 47, 48, 50, 52, 53], "hierarch": [4, 6, 23, 24, 28, 29, 47, 48, 52, 53], "detail": [4, 6, 29, 30], "api": [4, 6, 30], "io": [4, 5], "addit": [0, 6, 20, 22, 44, 46], "toolbox": [2, 6], "get": [6, 7, 20, 25, 31, 49], "full": [6, 20, 22, 25, 26, 29, 44, 46, 49, 50, 53], "process": [0, 2, 6, 20, 21, 25, 26, 28, 44, 45, 49, 50, 52], "machin": [2, 6], "howev": [0, 6, 21, 45], "2016a": 6, "2015a": 6, "2015b": 6, "recommend": [2, 6, 20, 29, 30, 44], "older": 6, "than": [6, 21, 29, 45], "2016": [6, 20, 21, 24, 25, 44, 45, 48, 49], "onli": [6, 19, 21, 29, 43, 45, 53], "done": 6, "caution": [6, 21, 45], "Ons": 6, "home": 6, "tab": 6, "click": 6, "search": 6, "bar": 6, "top": 6, "right": [6, 16, 40], "instruct": 6, "must": [6, 21, 45, 47, 48, 50], "log": [6, 11, 20, 21, 22, 25, 27, 35, 44, 45, 46, 49, 51], "mathwork": 6, "account": [6, 21, 45], "go": 6, "folder": [6, 30], "mltbx": 6, "directori": [6, 30], "save": [6, 30], "doubl": 6, "enter": [6, 20, 22, 25, 30, 44, 45, 46, 49], "logo": [6, 27, 29, 51, 53], "displai": 6, "supplement": 6, "custom": [6, 29], "relev": 6, "doc": [0, 6], "functionnam": [6, 30], "simpli": [6, 30], "docstr": [6, 30], "window": [0, 6, 20, 27, 28, 29, 30, 44, 51, 52, 53], "e": [0, 2, 6, 20, 21, 22, 23, 24, 25, 26, 29, 30, 44, 45, 46, 47, 48, 49, 50, 52, 53], "g": [2, 6, 10, 12, 13, 19, 20, 21, 23, 24, 25, 26, 30, 34, 36, 37, 43, 44, 45, 47, 48, 49, 50], "also": [0, 6, 20, 21, 22, 23, 24, 25, 26, 27, 44, 45, 46, 47, 48, 49, 50, 51], "subsect": [6, 30], "outlin": [0, 6, 25, 29, 30, 49, 53], "normal": [2, 7, 9, 10, 13, 16, 19, 21, 25, 27, 29, 31, 33, 34, 37, 40, 43, 45, 49, 51, 53], "mean": [7, 20, 23, 24, 25, 27, 29, 31, 44, 47, 48, 49, 51, 53], "sd": [7, 20, 21, 23, 24, 26, 27, 29, 31, 44, 45, 47, 48, 50, 51, 53], "embed": [0, 7, 9, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 31, 33, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50], "m": [0, 2, 7, 8, 9, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 30, 31, 32, 33, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 49, 50, 51], "4": [7, 9, 11, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 31, 33, 35, 40, 41, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "exampledata": [7, 8, 9, 10, 12, 13, 14, 16, 17, 18, 19, 27, 28, 31, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43, 51, 52], "gaussian": [0, 7, 20, 21, 22, 25, 27, 29, 31, 44, 45, 46, 49, 51, 53], "samp": [7, 20, 31, 44], "1x5": 7, "1789": [7, 31], "1757": [7, 31], "1819": [7, 31], "2209": [7, 31], "1756": [7, 31], "select": [2, 7, 14, 20, 21, 22, 23, 24, 25, 31, 38, 44, 45, 46, 47, 48, 49], "last": [7, 19, 31, 43], "valu": [0, 7, 9, 10, 11, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31, 33, 34, 35, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51], "end": 7, "delai": [7, 8, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 31, 32, 36, 37, 38, 39, 42, 43, 44, 45, 46, 47, 48, 49, 50], "tau": [7, 8, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 25, 31, 32, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 49], "phi1": [7, 21, 31, 45], "phi2": [7, 21, 31, 45], "1833": [7, 31], "1880": [7, 31], "1892": [7, 31], "1441": [7, 31], "imag": [2, 8, 21, 27, 29, 32, 45, 51, 53], "mandelbrot": [8, 27, 29, 32, 51, 53], "matrix": [8, 11, 25, 26, 27, 28, 29, 32, 35, 49, 50, 51, 52, 53], "mandelbrot_mat": [8, 27, 29, 32, 51, 53], "figur": [8, 10, 12, 13, 19, 34, 36, 37, 43], "color": [8, 10, 12, 13, 19], "imshow": [8, 32], "initialmagnif": 8, "500": 8, "colormap": 8, "hot": [8, 32], "trit": [8, 32], "logarithm": [8, 12, 13, 19, 20, 21, 22, 23, 24, 25, 26, 32, 36, 37, 43, 44, 45, 46, 47, 48, 49, 50], "3": [8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 32, 33, 35, 36, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 53], "templat": [8, 21, 22, 32, 45, 46], "size": [8, 21, 27, 29, 32, 45, 51, 53], "8": [8, 9, 11, 14, 16, 17, 20, 21, 23, 24, 25, 26, 27, 29, 32, 33, 35, 38, 40, 41, 44, 45, 47, 48, 49, 50, 51, 53], "linear": [2, 8, 20, 21, 22, 25, 32, 44, 45, 46, 49], "distanc": [0, 8, 18, 20, 21, 22, 25, 32, 42, 44, 45, 46, 49], "linearli": [8, 32], "normalis": [8, 12, 17, 20, 21, 22, 25, 32, 36, 41, 44, 45, 46, 49], "f": [2, 8, 20, 32, 44], "exp": [8, 32, 44, 45, 46, 49], "frac": [8, 16, 32, 40], "x_": [8, 32], "min": [8, 20, 32, 44], "max": [8, 9, 20, 22, 25, 32, 33, 44, 46, 49], "fe2d": [8, 32], "fuzzen2d": [0, 8, 20, 21, 22, 25, 28, 29, 32, 44, 45, 46, 49, 52, 53], "fx": [8, 10, 15, 20, 21, 22, 25, 32, 34, 39, 44, 45, 46, 49], "r": [2, 8, 9, 10, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 32, 33, 34, 36, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49], "logx": [8, 12, 13, 19, 20, 21, 22, 25, 32, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 49], "0016": 8, "z": [10, 12, 20, 21, 22, 25, 27, 29, 34, 36, 44, 45, 46, 49, 51, 53], "compon": [0, 10, 12, 13, 19, 27, 29, 34, 36, 37, 43, 51, 53], "lorenz": [10, 12, 27, 29, 34, 36, 51, 53], "equat": [10, 12, 13, 19, 34, 36, 37, 43], "plot3": [10, 12], "xlabel": [10, 12, 13, 19], "ylabel": [10, 12, 13, 19], "zlabel": [10, 12], "gca": [10, 12, 13, 19], "axi": [10, 12, 13, 19, 20, 34, 36, 37, 43, 44], "squar": [10, 12, 13, 19], "dit": [12, 36], "alpha": [12, 20, 27, 29, 36, 44, 51, 53], "234": [12, 36], "return": [9, 12, 13, 14, 19, 20, 21, 22, 23, 24, 25, 26, 27, 33, 36, 37, 38, 43, 44, 45, 46, 47, 48, 49, 50, 51], "pnorm": [12, 20, 36, 44], "possibl": [0, 12, 20, 21, 24, 25, 26, 36, 44, 45, 48, 49, 50], "cpe": [12, 20, 36, 44], "perm": [12, 20, 36, 44, 46], "permen": [0, 12, 20, 21, 22, 23, 24, 25, 26, 28, 36, 44, 46, 47, 48, 49, 50, 52], "typex": [12, 20, 21, 25, 36, 44, 45, 49], "finegrain": [12, 20, 36, 44], "tpx": [12, 20, 25, 36, 44, 49], "norm": [9, 10, 12, 13, 16, 19, 20, 21, 22, 25, 33, 34, 36, 37, 39, 40, 43, 44, 45, 46, 49], "fals": [12, 13, 20, 21, 22, 23, 24, 25, 26, 36, 37, 39, 40, 43, 44, 45, 46, 47, 48, 49, 50], "8687": [12, 36], "9468": [12, 36], "4734": [12, 36], "0781": [12, 36], "henon": [13, 19, 27, 29, 37, 43, 51, 53], "bit": [13, 37], "7": [9, 13, 20, 21, 22, 23, 24, 25, 26, 29, 33, 37, 44, 45, 46, 47, 48, 49, 50, 53], "angular": [13, 20, 25, 37, 44, 49], "order": [13, 17, 22, 23, 24, 37, 41, 44, 46, 47, 48], "pha": [13, 20, 37, 44], "phasen": [13, 20, 23, 24, 26, 28, 37, 44, 47, 48, 50, 52], "plotx": [10, 13, 19, 20, 23, 24, 26, 34, 37, 43, 44, 47, 48, 50], "true": [0, 9, 10, 13, 16, 19, 20, 21, 22, 23, 24, 25, 26, 29, 33, 34, 37, 40, 43, 44, 45, 46, 47, 48, 49, 50, 53], "0193": 13, "8395": [13, 37], "pseudorandom": [14, 16, 17, 18, 27, 29, 38, 40, 41, 42, 51, 53], "integ": [9, 11, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 33, 35, 38, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 53], "sturg": [14, 20, 21, 22, 38, 44, 45, 46], "randintegers2": [14, 18, 27, 29, 38, 42, 51, 53], "xdist": [14, 22, 38, 46], "xdisten": [14, 20, 21, 22, 23, 24, 26, 28, 38, 44, 45, 46, 47, 48, 50, 52], "17": [14, 20, 23, 24, 25, 38, 44, 47, 49], "25": [11, 14, 17, 35, 38, 41], "were": [0, 14, 19, 38, 43], "empti": [14, 38], "5248": [14, 38], "rice": [14, 20, 21, 22, 38, 44, 45, 46], "determin": [14, 38], "histogram": [14, 20, 21, 22, 38, 44, 45, 46], "ppi": [14, 20, 22, 38, 44, 46], "407": [14, 38], "415": [14, 38], "2802": [14, 38], "0000": [14, 38], "0047": [14, 38], "0368": [14, 38], "1096": [14, 38], "1978": [14, 38], "2558": [14, 38], "2421": [14, 38], "1531": [14, 38], "creat": [10, 11, 15, 16, 17, 18, 19, 21, 23, 24, 26, 34, 35, 39, 40, 41, 42, 43, 45, 47, 48, 50], "mobj": [10, 15, 16, 17, 18, 19, 23, 24, 26, 34, 39, 40, 41, 42, 43, 47, 48, 50], "fuzzi": [0, 15, 20, 21, 22, 23, 24, 25, 26, 28, 29, 39, 44, 45, 46, 47, 48, 49, 50, 52, 53], "sigmoid": [15, 20, 21, 22, 25, 39, 44, 45, 46, 49], "scale": [10, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 34, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53], "fuzzen": [0, 15, 20, 21, 22, 23, 24, 25, 26, 28, 39, 44, 45, 46, 47, 48, 49, 50, 52], "struct": [11, 15, 16, 17, 18], "field": [0, 11, 15, 16, 17, 18], "func": [15, 16, 17, 18, 39, 40, 41, 42, 43], "2000": [11, 15, 20, 22, 35, 44, 46], "6": [9, 15, 17, 20, 21, 22, 23, 24, 25, 26, 29, 30, 33, 39, 41, 43, 44, 45, 46, 47, 48, 49, 50, 53], "symbol": [0, 9, 15, 19, 20, 21, 22, 23, 24, 25, 26, 28, 33, 39, 43, 44, 45, 46, 47, 48, 49, 50, 52], "xconden": [0, 15, 19, 20, 22, 23, 24, 26, 28, 39, 43, 44, 46, 47, 48, 50, 52], "c": [2, 9, 15, 19, 20, 21, 22, 23, 24, 25, 26, 33, 34, 36, 39, 43, 44, 45, 46, 47, 48, 49, 50], "uniformli": [9, 16, 17, 18, 27, 29, 33, 40, 41, 42, 51, 53], "object": [10, 16, 17, 18, 19, 23, 24, 26, 29, 34, 40, 41, 42, 43, 47, 48, 50, 53], "entyp": [10, 16, 17, 18, 19, 23, 24, 26, 34, 40, 41, 42, 43, 47, 48, 50], "incren": [16, 20, 23, 24, 26, 28, 40, 44, 47, 48, 50, 52], "resolut": [0, 16, 20, 22, 40, 44, 46], "randinteg": [9, 16, 17, 27, 29, 33, 40, 41, 51, 53], "msobject": [10, 16, 17, 18, 19, 23, 24, 26, 29, 34, 40, 41, 42, 43, 47, 48, 50, 53], "tempor": [16, 17, 18, 19, 20, 23, 24, 26, 40, 41, 42, 43, 44, 47, 48, 50], "modifi": [0, 16, 20, 23, 24, 25, 26, 40, 44, 47, 48, 49, 50], "grain": [0, 10, 16, 20, 23, 24, 26, 27, 29, 34, 40, 44, 47, 48, 50, 51, 53], "y_j": [16, 40], "sum_": [16, 40], "left": [16, 40], "j": [2, 16, 20, 22, 25, 40, 44, 46, 49], "_i": [16, 40], "msx": [10, 16, 17, 18, 19, 23, 24, 26, 34, 40, 41, 42, 43, 47, 48, 50], "msen": [0, 16, 20, 21, 22, 23, 24, 25, 26, 28, 40, 44, 45, 46, 47, 48, 49, 50, 52], "methodx": [9, 16, 20, 23, 24, 25, 26, 33, 40, 44, 47, 48, 49, 50], "2719": [16, 40], "3059": [16, 40], "2863": [16, 40], "2494": [16, 40], "2773": [11, 16, 35, 40], "radiu": [0, 17, 18, 20, 21, 22, 23, 24, 25, 26, 41, 42, 44, 45, 46, 47, 48, 49, 50], "threshold": [0, 17, 18, 20, 21, 22, 23, 24, 25, 41, 42, 44, 45, 46, 47, 48, 49], "2500": 17, "index": [17, 19, 23, 24, 26, 41, 43, 47, 48, 50], "ci": [10, 17, 19, 20, 22, 23, 24, 26, 34, 41, 43, 44, 46, 47, 48, 50], "3rd": [17, 41], "butterworth": [17, 23, 24, 41, 47, 48], "filter": [17, 23, 24, 41, 47, 48], "frequenc": [17, 20, 22, 23, 24, 41, 44, 46, 47, 48], "median": [17, 20, 23, 24, 25, 41, 44, 47, 48, 49], "absolut": [17, 23, 24, 41, 47, 48], "deviat": [0, 10, 17, 23, 24, 25, 26, 34, 41, 47, 48, 49, 50], "rmsen": [17, 23, 24, 26, 28, 41, 47, 48, 50, 52], "f_order": [17, 23, 24, 41, 47, 48], "f_num": [17, 23, 24, 41, 47, 48], "radnew": [17, 18, 23, 24, 41, 42, 47, 48], "5280": [17, 41], "5734": [17, 41], "5939": 17, "5908": [17, 41], "5563": 17, "8424": 17, "xapen": [0, 18, 20, 22, 23, 24, 26, 28, 42, 44, 46, 47, 48, 50, 52], "5000": [18, 27, 29, 51, 53], "comsposit": [18, 42], "varianc": [0, 10, 18, 20, 22, 23, 24, 25, 34, 42, 44, 46, 47, 48, 49], "cxmsen": [18, 23, 24, 26, 28, 42, 47, 48, 50, 52], "0893": 18, "4746": [18, 42], "2932": [18, 42], "12": [19, 20, 23, 25, 29, 43, 44, 47, 49, 53], "averag": [19, 20, 22, 23, 24, 25, 43, 44, 46, 47, 48, 49], "sn": [19, 23, 24, 43, 47, 48], "curv": [19, 20, 21, 22, 23, 24, 25, 26, 43, 44, 45, 46, 47, 48, 49, 50], "tree": [19, 23, 24, 43, 47, 48], "node": [19, 23, 24, 43, 47, 48], "4096": [9, 19, 27, 29, 33, 43, 51, 53], "decomposit": [2, 19, 23, 24, 43, 47, 48], "404": [19, 20, 43, 44], "sequenc": [0, 9, 11, 19, 20, 21, 22, 23, 24, 25, 26, 27, 33, 35, 43, 44, 45, 46, 47, 48, 49, 50, 51], "ignor": [19, 43], "5159": [19, 43], "6245": [19, 43], "5634": [19, 43], "7022": [19, 43], "6533": [19, 43], "5853": [19, 43], "7956": [19, 43], "8447": [19, 43], "7605": [19, 43], "8415": [19, 43], "8115": [19, 43], "5128": [19, 43], "6862": [19, 43], "8679": [19, 43], "8287": [19, 43], "5940": [19, 41, 43], "6841": [19, 43], "7692": [19, 43], "5632": [19, 43], "form": [20, 22, 25, 30, 44, 46, 49], "apen": [0, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "sig": [20, 22, 23, 24, 26, 39, 40, 41, 42, 43, 44, 46, 47, 48, 50], "varargin": [20, 21, 22, 23, 24, 25, 26, 27], "ap": [20, 44], "phi": [0, 20, 22, 44, 46], "match": [0, 20, 21, 22, 25, 44, 45, 46, 49], "vector": [0, 9, 11, 20, 21, 22, 23, 24, 25, 26, 27, 29, 33, 35, 44, 45, 46, 47, 48, 49, 50, 51, 53], "default": [0, 10, 20, 21, 22, 23, 24, 25, 26, 27, 29, 34, 39, 44, 45, 46, 47, 48, 49, 50, 51, 53], "natur": [20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "pair": [20, 21, 22, 23, 24, 25, 26, 27, 44, 46], "argument": [20, 21, 22, 23, 24, 25, 26, 27, 29, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "scalar": [20, 21, 22, 23, 24, 25, 44, 45, 46, 47, 48, 49], "conden": [20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "dispen": [0, 20, 21, 23, 24, 25, 26, 28, 44, 45, 47, 48, 49, 50, 52], "steven": [20, 22, 44, 46], "pincu": [20, 22, 44, 46], "proceed": [20, 22, 44, 46], "nation": [20, 22, 44, 46], "academi": [2, 20, 22, 44, 46], "88": [20, 25, 27, 44, 49, 51], "1991": [20, 44], "2297": [20, 44], "2301": [20, 44], "attnen": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "attn": [20, 44], "sub": [20, 21, 23, 24, 44, 45, 47, 48], "hxx": [20, 44], "hxn": [20, 44], "hnn": [20, 44], "hnx": [20, 44], "local": [20, 44], "maxima": [20, 44], "interv": [20, 44], "minima": [20, 44], "between": [0, 20, 21, 23, 27, 28, 44, 45, 47, 51, 52], "subsequ": [0, 20, 27, 44, 51], "specen": [20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "jiawei": [20, 44], "et": [0, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "al": [0, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "interbeat": [20, 44], "transact": [2, 20, 23, 24, 44, 47, 48], "affect": [2, 20, 44], "comput": [0, 2, 10, 20, 21, 22, 23, 24, 25, 26, 34, 44, 45, 46, 47, 48, 49, 50], "2020": [20, 24, 44, 48], "bubben": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "bubbl": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "bubb": [20, 44], "renyi": 20, "aktaruzzaman": [20, 44], "roberto": [20, 44], "sassi": [20, 44], "almost": [20, 44], "64": [20, 23, 44, 47], "2017": [10, 20, 21, 23, 25, 26, 34, 44, 45, 47, 48, 49, 50], "2711": [20, 44], "2718": [20, 44], "cond": [20, 44], "sew": [20, 22, 44, 46], "sez": [20, 22, 44, 46], "correspond": [20, 21, 22, 25, 27, 44, 45, 46, 49, 51], "shannon": [20, 21, 22, 44, 45, 46], "boolean": [20, 21, 22, 25, 44, 45, 46, 49], "disten": [20, 21, 22, 23, 24, 26, 28, 44, 45, 46, 47, 48, 50, 52], "xpermen": [0, 20, 22, 23, 24, 25, 26, 28, 44, 46, 47, 48, 49, 50, 52], "alberto": [2, 20, 22, 23, 25, 26, 44, 46, 49, 50], "porta": [20, 22, 44, 46], "regular": [20, 44], "sympathet": [20, 44], "outflow": [20, 44], "biolog": [10, 20, 22, 23, 24, 25, 26, 34, 44, 46, 47, 48, 49, 50], "cybernet": [20, 22, 44, 46], "78": [11, 20, 35, 44], "1998": [20, 44], "71": [11, 20, 23, 26, 35, 44, 47, 50], "cosien": [20, 23, 24, 25, 26, 28, 44, 47, 48, 49, 50, 52], "cosin": [0, 20, 23, 24, 25, 26, 28, 44, 47, 48, 49, 50, 52], "similar": [0, 20, 21, 23, 24, 25, 26, 28, 44, 45, 47, 48, 49, 50, 52], "cosi": [20, 44], "bm": [20, 25, 44, 49], "global": [20, 25, 44, 49], "zero": [20, 25, 49], "slopen": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "griden": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "hmsen": [20, 23, 24, 26, 28, 29, 44, 47, 48, 50, 52, 53], "theerasak": [20, 25, 44, 49], "chanwimalueang": [20, 25, 44, 49], "danilo": [20, 25, 26, 44, 49, 50], "mandic": [20, 25, 26, 44, 49, 50], "self": [20, 25, 44, 49], "correl": [20, 22, 25, 44, 46, 49], "19": [20, 23, 25, 26, 44, 47, 49, 50], "652": [20, 25, 44, 49], "dist": [20, 44], "bin": [20, 21, 22, 44, 45, 46], "string": [20, 21, 22, 25, 27, 29, 44, 45, 46, 47, 48, 49, 50, 51, 53], "sqrt": [20, 21, 22, 44, 45, 46], "doan": [20, 21, 22, 44, 45, 46], "disten2d": [20, 21, 22, 28, 29, 44, 45, 46, 52, 53], "k2en": [0, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "peng": [20, 23, 24, 26, 44, 47, 48, 50], "heartbeat": [20, 23, 24, 25, 44, 47, 49], "medic": [10, 20, 23, 25, 26, 34, 44, 49, 50], "53": [20, 44], "2015": [20, 22, 23, 24, 44, 46, 47, 48], "77": [11, 20, 35, 44], "87": [20, 25, 44, 49], "dispers": [0, 20, 21, 23, 24, 25, 26, 28, 29, 44, 45, 47, 48, 49, 50, 52, 53], "dispx": [20, 44], "rde": [9, 10, 20, 21, 25, 33, 34, 44, 45, 49], "revers": [9, 20, 21, 25, 33, 44, 45, 49], "cumul": [20, 21, 25, 44, 45, 49], "densiti": [20, 21, 25, 44, 45, 49], "ncdf": [20, 21, 25, 44, 45, 49], "kmean": [20, 21, 25, 44, 45, 49], "finesort": [20, 44], "equal": [0, 20, 21, 25, 44, 45, 49], "fluct": [20, 44], "when": [10, 20, 21, 22, 23, 24, 26, 28, 34, 44, 45, 46, 47, 48, 49, 50, 52], "fluctuat": [20, 25, 44, 49], "pattern": [9, 20, 21, 22, 25, 33, 44, 45, 46, 49], "2c": [20, 44], "rho": [20, 27, 29, 44, 51, 53], "tune": [20, 25, 44, 49], "sydyen": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "mostafa": [2, 20, 25, 44, 49], "rostaghi": [2, 20, 25, 44, 49], "hame": [2, 20, 21, 22, 23, 25, 44, 45, 46, 47, 48, 49], "azami": [2, 10, 20, 21, 22, 23, 25, 26, 34, 44, 45, 46, 47, 48, 49, 50], "letter": [20, 21, 23, 24, 25, 26, 44, 45, 47, 48, 49, 50], "23": [20, 21, 25, 44, 45, 49], "610": [20, 25, 44, 49], "614": [20, 25, 44, 49], "20": [11, 20, 21, 23, 25, 26, 27, 29, 35, 44, 45, 47, 48, 49, 50, 51, 53], "2018": [20, 21, 22, 23, 25, 44, 45, 46, 47, 49], "210": [20, 25, 44, 49], "yux": [20, 25, 44, 49], "xiang": [20, 25, 44, 49], "gao": [20, 23, 25, 44, 47, 49], "long": [20, 25, 44, 49], "2019": [20, 21, 22, 24, 25, 44, 45, 46, 48, 49], "5203": [20, 25, 44, 49], "wenlong": [20, 44], "fu": [20, 44], "fault": [2, 20, 44], "roll": [20, 44], "bear": [20, 44], "sort": [20, 44], "svm": [2, 20, 44], "optim": [2, 20, 23, 24, 44, 47, 48], "mutat": [20, 44], "sca": [20, 44], "pso": [20, 44], "21": [20, 25, 44, 49], "eoe": [20, 44], "aven": [20, 44], "s2": [20, 23, 24, 44, 47, 48], "level": [20, 44], "length": [0, 11, 20, 22, 25, 29, 35, 44, 46, 49, 53], "xrang": [20, 44], "element": [0, 20, 21, 22, 23, 24, 25, 27, 44, 45, 46, 47, 48, 49, 51], "franci": [20, 44], "hsu": [20, 44], "550": [20, 44], "fuzz": [20, 44], "ps1": [20, 22, 44, 46], "ps2": [20, 22, 44, 46], "modsampen": [20, 21, 22, 25, 44, 45, 46, 49], "gudermannian": [20, 21, 22, 25, 44, 45, 46, 49], "defin": [20, 21, 22, 25, 44, 45, 46, 49], "divisor": [20, 21, 22, 25, 44, 45, 46, 49], "exponenti": [20, 21, 22, 25, 44, 45, 46, 49], "subtract": [20, 21, 22, 25, 44, 45, 46, 49], "pre": [20, 21, 22, 25, 44, 45, 46, 49], "divis": [20, 21, 22, 25, 44, 45, 46, 49], "expon": [20, 21, 22, 25, 44, 45, 46, 49], "whose": [20, 21, 22, 25, 44, 45, 46, 49], "numer": [20, 21, 22, 23, 24, 25, 44, 45, 46, 47, 48, 49], "gd": [20, 21, 22, 25, 44, 45, 46, 49], "atan": [20, 21, 22, 25, 44, 45, 46, 49], "tanh": [20, 21, 22, 25, 44, 45, 46, 49], "maximum": [20, 21, 22, 25, 29, 44, 45, 46, 49, 53], "minimuum": [20, 21, 22, 44, 45, 46], "further": [0, 20, 22, 23, 25, 26, 27, 44, 46, 47, 49, 50, 51], "xfuzzen": [0, 20, 21, 22, 23, 24, 25, 26, 28, 44, 45, 46, 47, 48, 49, 50, 52], "weit": [20, 44], "character": [2, 20, 44], "surfac": [2, 20, 44], "emg": [20, 25, 44, 49], "rehabilit": [20, 44], "2007": [20, 44], "266": [20, 44], "272": [20, 44], "hong": [20, 22, 44, 46], "bo": [20, 22, 44, 46], "xie": [20, 22, 44, 46], "wei": [20, 44], "xing": [20, 44], "he": [20, 44], "hui": [20, 44], "372": [11, 20, 35, 44], "48": [20, 44], "2008": [20, 44], "7140": [20, 44], "7146": [20, 44], "grid": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "gde": [20, 44], "gdr": [20, 44], "coars": [0, 20, 23, 24, 26, 44, 47, 48, 50], "pix": [20, 44], "gix": [20, 44], "six": [20, 44], "aix": [20, 44], "percentag": [20, 21, 45], "point": [20, 21, 22, 25, 29, 44, 45, 46, 49, 53], "below": [20, 25, 29, 49, 53], "ident": 20, "proport": 20, "abov": [9, 20, 23, 24, 26, 33, 44, 47, 48, 50], "phase": [0, 20, 23, 24, 25, 26, 28, 29, 44, 47, 48, 49, 50, 52, 53], "angl": [20, 25, 49], "area": [20, 44], "poicar": 20, "bivari": [20, 22, 44, 46], "yan": [20, 24, 44, 48], "descriptor": [20, 44], "poincar": 20, "analyz": [20, 21, 24, 44, 45, 48], "109": [20, 44], "280": [20, 44], "289": [20, 24, 44, 48], "onlin": [20, 44], "14": [11, 20, 35, 44], "period": [20, 23, 24, 44, 47, 48], "autonom": [2, 20, 44], "regul": [20, 44], "american": [20, 22, 44, 46], "regulatori": [20, 22, 44, 46], "295": [20, 44], "r550": [20, 44], "r557": [20, 44], "karmakar": [20, 44], "khandok": [20, 44], "palaniswami": [20, 44], "36": [20, 44], "303": [11, 20, 35, 44], "increment": [20, 23, 24, 26, 28, 29, 44, 47, 48, 50, 52, 53], "incr": [20, 44], "xiaofeng": [20, 25, 44, 49], "18": [20, 44], "22": [20, 24, 44, 48], "jiang": [20, 23, 24, 44, 47, 48], "xu": [20, 23, 24, 44, 47, 48], "xue": [20, 44], "133": [20, 44], "appropri": [20, 44], "electrophysiolog": [20, 44], "95": [20, 27, 44, 51], "13": [20, 29, 44, 53], "kolmogorov": [20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "k2": [20, 22, 44], "xk2en": [0, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "peter": [2, 20, 44], "grassberg": [20, 44], "itamar": [20, 44], "procaccia": [20, 44], "review": [2, 20, 23, 24, 25, 26, 44, 47, 48, 49, 50], "28": [20, 27, 29, 44, 51, 53], "1983": [20, 44], "2591": [20, 44], "lin": [20, 22, 44, 46], "jue": [20, 44], "longwei": [20, 44], "event": [20, 44], "relat": [0, 20, 28, 44, 52], "desynchron": [20, 44], "synchron": [20, 44], "eeg": [2, 20, 44], "eng": [20, 44, 47, 48], "2013": [20, 23, 24, 25, 26, 44, 47, 48, 49, 50], "jun": [20, 44], "03602": [20, 44], "permuat": [20, 22, 44, 46], "standard": [0, 10, 20, 23, 24, 25, 26, 34, 44, 47, 48, 49, 50], "recommened": [20, 44], "5m": [20, 44], "amigo": [20, 44], "europhi": [20, 44], "lett": [20, 44], "83": [20, 44], "60005": [20, 44], "list": [0, 20, 44], "oper": [20, 25, 49], "undefin": [20, 22, 44, 46], "uniqu": [9, 20, 33, 44], "variat": [0, 20, 25, 44, 49], "ampawar": [20, 25, 44, 49], "weight": [0, 20, 25, 44, 49], "edg": [0, 20, 22, 25, 44, 46, 49], "associ": [20, 25, 44, 49], "variant": [0, 20, 23, 25, 44, 47, 49], "xmsen": [0, 20, 21, 22, 23, 24, 26, 28, 44, 45, 46, 47, 48, 50, 52], "christoph": [2, 20, 25, 44, 49], "bandt": [20, 25, 44, 49], "pomp": [20, 25, 44, 49], "2002": [11, 20, 22, 23, 24, 25, 26, 35, 44, 46, 47, 48, 49, 50], "174102": [20, 25, 44, 49], "xiao": [20, 25, 44, 49], "feng": [20, 24, 44, 48], "yue": [20, 44], "chines": [20, 44], "2009": [20, 23, 24, 44, 47, 48], "2690": [20, 44], "chunhua": [20, 25, 44, 49], "bian": [20, 25, 44, 49], "85": [20, 25, 44, 49], "2012": [20, 21, 25, 44, 45, 49], "021906": [20, 23, 25, 26, 44, 47, 49, 50], "bilal": [2, 20, 25, 44, 49], "fadlallah": [20, 25, 44, 49], "incorpor": [0, 20, 25, 28, 44, 49, 52], "022911": [20, 25, 44, 49], "awar": [0, 20, 25, 44, 49], "illustr": [20, 25, 44, 49], "segment": [0, 11, 20, 25, 28, 35, 44, 49, 52], "program": [2, 20, 25, 44, 49], "128": [11, 20, 21, 25, 29, 35, 44, 45, 49, 53], "40": [20, 25, 44, 49], "51": [20, 25, 44, 49], "zhiqiang": [20, 25, 44, 49], "45th": [20, 25, 44, 49], "annual": [20, 21, 24, 25, 44, 45, 48, 49], "industri": [20, 25, 44, 49], "electron": [20, 25, 44, 49], "soc": [20, 25, 44, 49], "5998": [20, 25, 44, 49], "6003": [20, 25, 44, 49], "zhe": [20, 44], "1403829": [20, 44], "maik": [20, 25, 44, 49], "riedl": [20, 25, 44, 49], "m\u00fcller": [20, 25, 44, 49], "niel": [20, 25, 44, 49], "wessel": [20, 25, 44, 49], "practic": [20, 25, 44, 49], "consider": [20, 25, 44, 49], "european": [20, 25, 44, 49], "special": [20, 25, 44, 49], "topic": [20, 25, 44, 49], "222": [11, 20, 25, 35, 44, 49], "249": [20, 25, 44, 49], "262": [20, 25, 44, 49], "begin": [20, 44], "along": [20, 44], "somewhat": [20, 44], "arbitrari": [20, 44], "even": [20, 25, 26, 44, 49, 50], "prefer": [20, 44], "multipl": [0, 2, 20, 44], "sake": [20, 44], "symmetri": [20, 44], "poincar\u00e9": [20, 44], "ashish": [20, 44], "rohila": [20, 44], "ambalika": [20, 44], "sharma": [20, 44], "105006": [20, 44], "xsampen": [0, 20, 21, 22, 23, 24, 25, 26, 28, 44, 45, 46, 47, 48, 49, 50, 52], "sampen2d": [20, 21, 22, 25, 28, 29, 44, 45, 46, 49, 52, 53], "joshua": [20, 22, 44, 46], "richman": [20, 22, 44, 46], "randal": [20, 22, 44, 46], "moorman": [20, 22, 44, 46], "circulatori": [20, 22, 44, 46], "slope": [20, 21, 22, 23, 24, 25, 26, 28, 44, 45, 46, 47, 48, 49, 50, 52], "slop": [20, 44], "45": [20, 24, 44, 48], "lvl": [20, 44], "thresold": [20, 44], "monoton": [20, 44], "increas": [0, 20, 35, 44], "90": [20, 44], "cuesta": [20, 44], "frau": [20, 44], "both": [0, 20, 44], "1167": [20, 44], "spec": [20, 44], "banden": [20, 22, 44, 46], "spectrum": [20, 22, 44, 46], "within": [20, 22, 44, 46], "band": [20, 22, 44, 46], "fft": [20, 22, 44, 46], "freq": [20, 22, 44, 46], "nyquist": [20, 22, 44, 46], "fs": [20, 22, 44, 46], "periodogram": [20, 22, 46], "powel": [20, 44], "perciv": [20, 44], "distinguish": [20, 44], "irregular": [20, 21, 22, 44, 45, 46], "motion": [20, 44], "hamiltonian": [20, 44], "gener": [0, 20, 21, 22, 23, 24, 25, 26, 29, 44, 45, 46, 47, 48, 49, 50, 53], "1979": [20, 44], "2053": [20, 44], "tsuyoshi": [20, 44], "inouy": [20, 44], "power": [0, 20, 44], "electroencephalographi": [2, 20, 44], "neurophysiolog": [20, 44], "79": [11, 20, 22, 35, 44, 46], "204": [20, 44], "sydi": [20, 44], "zt": [20, 44], "mep": [20, 44], "uniform": [20, 27, 29, 44, 51, 53], "yongbo": [20, 44], "scheme": [20, 44], "planetari": [20, 44], "gearbox": [20, 44], "multi": [20, 44], "mrmr": [20, 44], "featur": [0, 2, 20, 44], "mechan": [20, 23, 25, 26, 44, 47, 49, 50], "91": [20, 21, 25, 26, 44, 45, 49, 50], "312": [20, 44], "jian": [20, 44], "extract": [2, 20, 27, 30, 44, 51], "electr": [20, 44], "aviat": [20, 44], "electro": [20, 44], "actuat": [20, 44], "icspcc": [20, 44], "venkatesh": [20, 44], "rajagopalan": [20, 44], "asok": [20, 44], "rai": [20, 44], "via": [0, 2, 20, 25, 44, 49], "86": [20, 44], "2006": [20, 23, 26, 44, 47, 50], "3309": [20, 44], "3320": [20, 44], "while": [21, 45], "primarili": [21, 45, 52], "appli": [0, 2, 21, 23, 24, 25, 26, 45, 47, 48, 49, 50], "2d": [21, 45], "matric": [21, 27, 29, 45, 51, 53], "henc": [21, 45], "textur": [21, 45], "lock": [21, 29, 45, 53], "dispen2d": [0, 20, 21, 25, 28, 29, 45, 49, 52, 53], "keyword": [21, 29, 44, 45, 46, 47, 48, 49, 50, 51, 53], "permit": [21, 29, 45, 53], "reason": [21, 45], "becaus": [21, 25, 45, 49], "hundr": [21, 45], "million": [21, 45], "pairwis": [21, 45], "error": [21, 45], "often": [21, 45], "occur": [21, 45], "store": [21, 23, 24, 26, 45, 47, 48, 50], "ram": [21, 45], "200": [21, 45], "753": [11, 21, 35, 45], "049": [21, 45], "836": [21, 45], "777": [21, 45], "448": [11, 21, 35, 45], "524": [11, 21, 35, 45], "pass": [21, 23, 24, 27, 29, 45, 47, 48, 51, 53], "greater": [0, 21, 45], "unlock": [21, 45], "caus": [21, 45], "crash": [21, 45], "mat": [21, 45], "se2d": [21, 45], "matricess": [21, 45], "floor": [21, 27, 45, 51], "repres": [20, 21, 27, 44, 45, 51], "height": [21, 45], "row": [21, 25, 45, 49], "width": [21, 45], "column": [21, 27, 29, 45, 51, 53], "minimum": [21, 45], "submatrix": [21, 45], "By": [21, 25, 26, 45, 49, 50], "prevent": [21, 45], "overload": [21, 45], "753049836": [21, 45], "warn": [21, 43], "could": [21, 45], "luiz": [21, 45], "eduardo": [21, 45], "virgili": [21, 45], "silva": [21, 45], "045002": [21, 45], "fuzz2d": [21, 45], "fernando": [21, 23, 24, 45, 47, 48], "segato": [21, 45], "santo": [2, 21, 45], "multidimension": [21, 45], "sampenmf": [21, 45], "histolog": [21, 45], "colorect": [21, 45], "cancer": [21, 45], "103": [21, 45], "148": [11, 21, 35, 45], "160": [21, 45], "mirvana": [21, 45], "hilal": [21, 45], "heurtier": [2, 21, 23, 24, 45, 47, 48], "principl": [21, 45], "41st": [21, 24, 45, 48], "societi": [21, 45], "dist2d": [21, 45], "24": [21, 23, 24, 25, 45, 47, 48, 49], "9": [20, 21, 22, 23, 24, 29, 44, 45, 46, 47, 48, 53], "1338": [21, 45], "1342": [21, 45], "disp2d": [21, 45], "75": [10, 11, 21, 34, 35, 45], "178": [21, 45], "187": [21, 45], "perm2d": [21, 45], "smax": [21, 45], "mx": [21, 45], "my": [21, 45], "lowest": [21, 45], "common": [21, 45], "rank": [21, 45], "instanc": [21, 45], "given": [21, 23, 24, 27, 29, 45, 47, 48, 51, 53], "ordin": [21, 45], "instead": [21, 45], "longer": [21, 45], "assum": [21, 45, 53], "motif": [21, 45], "haroldo": [21, 45], "ribeiro": [21, 45], "causal": [21, 45], "plane": [21, 45], "ONE": [21, 45], "e40689": [21, 45], "luciano": [21, 45], "zunino": [21, 45], "discrimin": [21, 45], "soliton": [21, 45], "679": [11, 21, 35, 45], "688": [21, 45], "esp2d": [21, 45], "toler": [21, 23, 45, 47], "ps": [21, 45], "ricardo": [21, 45], "espen": [21, 45], "approach": [2, 21, 22, 23, 25, 45, 46, 47, 49], "1261": [21, 45], "separ": 0, "xap": [22, 46], "contain": [20, 22, 24, 27, 44, 46, 48, 51], "direct": [22, 46], "thu": [22, 25, 29, 30, 46, 49, 53], "burton": [22, 46], "singer": [22, 46], "93": [22, 46], "1996": [22, 46], "2083": [22, 46], "2088": [22, 46], "serial": [22, 46], "implic": [22, 46], "health": [2, 22, 46], "annal": [22, 46], "york": [22, 46], "954": [22, 46], "2001": [11, 22, 35, 46], "245": [22, 46], "267": [22, 46], "xcond": [22, 46], "matter": [22, 46], "u": [2, 22, 25, 46, 49], "amount": [22, 46], "carri": [22, 46], "evalu": [22, 23, 46, 47], "coupl": [22, 46], "81": [22, 46], "1999": [22, 46], "119": [22, 46], "129": [11, 22, 35, 46], "pi": 22, "beween": 22, "yuanyuan": [22, 46], "pengjian": [22, 24, 46, 48], "shang": [22, 24, 46, 48], "financi": [22, 46], "stock": [22, 46], "market": [22, 46], "tsalli": [22, 46], "94": [22, 25, 26, 46, 49, 50], "1361": [22, 46], "1376": [22, 46], "xfuzz": [22, 46], "paramt": 22, "test": [22, 46], "synchroni": [22, 46], "180": [22, 46], "2010": [22, 46], "1715": [22, 46], "1724": [22, 46], "xk2": [22, 46], "project": [22, 24, 34, 36, 46, 48], "xperm": [22, 46], "betweeen": [22, 46], "wenbin": [22, 46], "shi": [22, 46], "aij": [22, 46], "2439": [22, 46], "2447": [22, 46], "xsamp": [22, 46], "xspec": [22, 46], "origni": [23, 24, 26], "propos": [23, 24, 26, 47, 48, 50], "costa": [23, 24, 26, 47, 48, 50], "particular": [23, 24, 26, 47, 48, 50], "msen2d": [], "cmsen": [23, 24, 26, 28, 47, 48, 50, 52], "rxmsen": [23, 24, 26, 28, 47, 48, 50, 52], "shown": [23, 24, 26, 29, 47, 48, 50, 52], "imf": [23, 24, 47, 48], "timeshift": [23, 24, 47, 48], "rescal": [23, 24, 47, 48], "xt": [23, 24, 47], "coeffici": [23, 24, 47, 48], "otherwis": [23, 24, 47, 48, 52], "std": [23, 24, 47, 48], "var": [23, 24, 47, 48], "mad": [23, 24, 47, 48], "madalena": [23, 24, 26, 47, 48, 50], "ari": [23, 24, 26, 47, 48, 50], "goldberg": [23, 24, 26, 47, 48, 50], "89": [23, 24, 26, 47, 48, 50], "068102": [23, 24, 26, 47, 48, 50], "vadim": [2, 23, 24, 26, 47, 48, 50], "v": [2, 23, 24, 26, 47, 48, 50], "nikulin": [23, 24, 26, 47, 48, 50], "tom": [23, 24, 26, 47, 48, 50], "brismar": [23, 24, 26, 47, 48, 50], "comment": [23, 24, 26, 47, 48, 50], "92": [23, 24, 26, 27, 47, 48, 50, 51], "2004": [23, 24, 26, 47, 48, 50], "089803": [23, 24, 26, 47, 48, 50], "repli": [23, 24, 26, 47, 48, 50], "089804": [23, 24, 26, 47, 48, 50], "2005": [23, 26, 47, 50], "ranjit": [23, 26, 47, 50], "thuraisingham": [23, 26, 47, 50], "gottwald": [23, 26, 47, 50], "On": [23, 26, 47, 50], "physica": [20, 23, 25, 26, 44, 47, 49, 50], "366": [23, 26, 47, 50], "323": [23, 26, 47, 50], "332": [23, 26, 47, 50], "meng": [23, 47], "hu": [23, 47], "hualou": [23, 47], "liang": [23, 47], "intrins": [23, 47], "mode": [11, 23, 27, 35, 47, 51], "multivari": [0, 2, 11, 23, 24, 27, 29, 35, 47, 48, 51, 53], "neurodynam": [23, 47], "2011": [23, 24, 25, 26, 47, 48, 49, 50], "277": [23, 47], "284": [23, 47], "3110": [23, 47], "3123": [23, 47], "jianbo": [23, 47], "bi": [23, 47], "paolo": [23, 47], "castiglioni": [23, 47], "cardiovascular": [23, 24, 47, 48], "doe": [23, 25, 47, 49], "choic": [2, 23, 47], "vari": [23, 47], "among": [0, 23, 47], "influenc": [2, 23, 47], "interpret": [2, 23, 47], "590": [23, 47], "tuan": [2, 23, 47], "shift": [23, 47], "257": [23, 47], "138": [23, 47], "magdalena": [23, 24], "volatil": [23, 24, 47], "1197": [23, 24, 47], "1203": [23, 24, 47], "cmse": [23, 24, 47, 48], "rcmsen": [23, 26, 47, 50], "shuen": [23, 24, 26, 47, 48, 50], "wu": [2, 23, 24, 26, 47, 48, 50], "1069": [23, 24, 26, 47, 48, 50], "1084": [23, 24, 26, 47, 48, 50], "378": [11, 23, 26, 35, 47, 48, 50], "2014": [23, 26, 47, 48, 50], "1369": [23, 26, 47, 48, 50], "1374": [23, 26, 47, 48, 50], "lpf": [23, 24, 47, 48], "cutoff": [23, 24, 47, 48], "fc": [23, 24, 47, 48], "low": [23, 24, 47, 48], "valencia": [23, 24, 47, 48], "holter": [23, 24, 47, 48], "record": [2, 23, 24, 47, 48], "healthi": [23, 24, 47, 48], "aortic": [23, 24, 47, 48], "stenosi": [23, 24, 47, 48], "subject": [23, 24, 47, 48], "56": [23, 24, 47, 48], "2202": [23, 24, 47, 48], "2213": [23, 24, 47, 48], "puneeta": [23, 24, 47, 48], "marwaha": [23, 24, 47, 48], "ramesh": [23, 24, 47, 48], "kumar": [2, 23, 24, 47, 48], "sunkaria": [23, 24, 47, 48], "technolog": [23, 24, 47, 48], "557": [23, 24, 47, 48], "576": [23, 24, 47, 48], "sum": [23, 24, 25, 47, 48, 49], "root": [23, 24, 47, 48], "s_00": [23, 24, 47, 48], "nth": [23, 24, 47, 48], "subnod": [23, 24, 47, 48], "s_tn": [23, 24, 47, 48], "s_10": [23, 24, 47, 48], "s_11": [23, 24, 47, 48], "s_20": [23, 24, 47, 48], "s_21": [23, 24, 47, 48], "s_22": [23, 24, 47, 48], "s_23": [23, 24, 47, 48], "s_30": [23, 24, 47, 48], "s_31": [23, 24, 47, 48], "s_32": [23, 24, 47, 48], "s_33": [23, 24, 47, 48], "s_34": [23, 24, 47, 48], "s_35": [23, 24, 47, 48], "s_36": [23, 24, 47, 48], "s_37": [23, 24, 47, 48], "s_40": [23, 24, 47, 48], "s0": [23, 24, 47, 48], "st": [23, 24, 47, 48], "entir": [23, 24, 47, 48], "graph": [2, 23, 24, 47, 48], "show": [23, 24, 32, 47, 48], "ying": [23, 24, 47, 48], "yuesheng": [23, 24, 47, 48], "236": [23, 24, 47, 48], "728": [23, 24, 47, 48], "742": [23, 24, 47, 48], "just": [0, 24, 48], "again": [24, 48], "nx2": [], "rui": [24, 48], "zhuo": [24, 48], "5th": [24, 48], "vol": [20, 24, 44, 48], "pp": [20, 24, 25, 44, 48, 49], "411": [24, 48], "413": [24, 48], "antoin": [24, 48], "jamin": [24, 48], "navig": [24, 30, 48], "acquir": [24, 48], "bike": [24, 48], "simul": [2, 24, 48], "rcxmsen": [24, 48], "yi": [24, 48], "yin": [24, 48], "guochen": [24, 48], "98": [24, 48], "110": [24, 48], "effort": [0, 28, 52], "made": [28, 52], "them": [28, 52], "bidimensioanl": [28, 52], "ex": [29, 53], "multiscla": [], "These": [0, 26, 29, 44, 45, 46, 49, 50, 53], "mere": [29, 53], "snippet": [29, 53], "connect": [2, 27, 29, 51, 53], "everi": 29, "consult": 29, "depth": 29, "accept": [29, 53], "chirp": [27, 29, 51, 53], "f0": [27, 29, 51, 53], "01": [27, 29, 51, 53], "t1": [27, 29, 51, 53], "4000": [11, 27, 29, 35, 51, 53], "f1": [27, 29, 51, 53], "025": [27, 29, 51, 53], "beta": [27, 29, 51, 53], "xo": [27, 29, 51, 53], "yo": [27, 29, 51, 53], "zo": [27, 29, 51, 53], "attractor": [27, 29, 51, 53], "uniform2": [27, 29, 51, 53], "gaussian2": [27, 29, 51, 53], "uniform_mat": [27, 29, 51, 53], "gaussian_mat": [27, 29, 51, 53], "randintegers_mat": [27, 29, 51, 53], "entropyhub_mat": [27, 29, 51, 53], "declar": [29, 53], "halv": [29, 53], "1500": [29, 53], "1024": [9, 29, 33, 53], "numpi": [30, 44, 45, 46, 49, 52], "scipi": 30, "matplotlib": [30, 32, 34, 36, 37, 43], "pyemd": 30, "request": [0, 30], "python3": 30, "python2": 30, "strongli": 30, "pip": 30, "id": [30, 45], "tar": 30, "gz": 30, "repo": 30, "unzip": 30, "termin": 30, "cmd": 30, "mac": 30, "anaconda": 30, "prompt": 30, "setup": 30, "py": 30, "ensur": [25, 30, 49], "up": 30, "setuptool": 30, "upgrad": 30, "abbrevi": 30, "eh": [30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 49, 53], "print": 30, "arrai": [11, 20, 31, 33, 35, 36, 38, 40, 41, 42, 43, 44], "pyplot": [32, 34, 36, 37, 43], "cmap": 32, "00159093": 32, "fig": [34, 36, 37, 43], "scatter": [34, 36], "facecolor": [34, 36, 37, 43], "ax": [34, 36], "add_subplot": [34, 36], "111": [11, 34, 35, 36], "3d": [34, 36], "set_facecolor": [34, 36], "off": [34, 36, 37, 43], "0192821496913216": 37, "_fuzzen": 39, "71828": [39, 41, 42, 43], "kwarg": [39, 40, 41, 42, 43, 47, 48, 50], "_xconden": [39, 43], "_incren": 40, "_sampen": 41, "none": [25, 41, 42, 44, 45, 46, 49, 51], "5564": 41, "842518179468045": 41, "_xapen": 42, "089": 42, "directli": [44, 45, 46, 49], "dir": [44, 45, 46, 49], "four": 44, "tupl": [44, 45, 46, 51], "r\u00e9nyi": 44, "poicar\u00e9": 44, "len": 44, "fftpack": 44, "funtion": [], "mbjx": [47, 48, 50], "ykj": [47, 48], "keywrod": [], "concis": [52, 53], "exclud": [27, 35, 51, 52], "prefix": 52, "np": [33, 35, 49, 52], "48550": [], "00627": [], "stress": 2, "automat": 2, "respiratori": 2, "talha": 2, "iqbal": 2, "adnan": 2, "elahi": 2, "william": 2, "wijn": 2, "amin": 2, "atif": 2, "shahzad": 2, "privaci": 2, "preserv": 2, "mobil": 2, "activ": 2, "yute": 2, "zhan": 2, "imperi": 2, "colleg": 2, "london": 2, "fast": 2, "prolong": 2, "food": 2, "restrict": 2, "differenti": 2, "gh": 2, "secret": 2, "independ": 2, "receptor": 2, "agrp": 2, "maria": 2, "sousa": 2, "daniela": 2, "gusmao": 2, "willian": 2, "henriqu": 2, "moriya": 2, "felip": 2, "lima": 2, "edward": 2, "john": 2, "kopchick": 2, "jose": 2, "donato": 2, "jr": 2, "neuroendocrinolog": 2, "invas": 2, "waveform": 2, "emerg": 2, "triag": 2, "hemorrhag": 2, "lower": [2, 20, 21, 22, 25, 26, 44, 45, 46, 49, 50], "bodi": 2, "neg": [2, 25, 26, 49, 50], "naimahm": 2, "nesaragi": 2, "lar": 2, "\u00f8ivind": 2, "h\u00f8iseth": 2, "hemin": 2, "ali": 2, "qadir": 2, "leiv": 2, "arn": 2, "rosseland": 2, "per": 2, "steinar": 2, "halvorsen": 2, "ilangko": 2, "balasingham": 2, "earli": 2, "reinforc": 2, "vibrat": 2, "monitor": 2, "wenqin": 2, "zhao": 2, "yaqiong": 2, "lv": 2, "jialun": 2, "carman": 2, "lee": 2, "lei": 2, "tu": 2, "qualiti": 2, "fair": 2, "haddadi": 2, "afra": 2, "mashhadi": 2, "maksim": 2, "belyaev": 2, "yurii": 2, "izotov": 2, "murugappan": 2, "electromyographi": 2, "characterist": 2, "foot": 2, "tap": 2, "forc": 2, "spastic": 2, "sclerosi": 2, "brian": 2, "pribbl": 2, "univers": 2, "oklahoma": 2, "nois": 2, "music": 2, "stimul": 2, "nervou": 2, "mariana": 2, "jacob": 2, "rodrigu": 2, "octavian": 2, "postolach": 2, "francisco": 2, "cerca": 2, "instrument": 2, "brain": 2, "interact": 2, "movement": 2, "challeng": 2, "derek": 2, "monro": 2, "nathaniel": 2, "berri": 2, "fino": 2, "rhea": 2, "impact": [0, 2], "hardwar": 2, "mous": 2, "rest": 2, "magnet": 2, "fmri": 2, "mila": 2, "urosev": 2, "mcgill": 2, "escholarship": 2, "beam": 2, "yongjun": 2, "topolog": 2, "bound": [2, 25, 26, 49, 50], "c\u00e1nova": 2, "adazd": 2, "net": 2, "autom": 2, "adapt": 2, "alzheim": 2, "diseas": 2, "smith": 2, "khare": 2, "rajendra": 2, "acharya": 2, "knowledg": 2, "raw": [], "html": [], "blob": 27, "7ca475740f6578bec6db122512051b47e24c7dd4": [], "svg": [], "plumx": [], "plum": [], "visual": [], "research": 0, "metricscitationscit": [], "23polici": [], "citat": [], "5usageclick": [], "8abstract": [], "46054download": [], "18412capturesread": [], "237export": [], "4mentionsnew": [], "mention": [], "2refer": [], "1social": [], "mediashar": [], "amp": [], "38tweet": [], "2see": [], "page": [], "super": [], "block": [], "extrahead": [], "script": [], "href": 27, "plu": [], "2fjournal": [], "0286707": [], "popup": [], "larg": [], "class": [], "site": [], "hide": [], "waist": [], "gait": 2, "speed": [], "reflect": 0, "adult": [], "endblock": [], "bio": 2, "inspir": 2, "perceptron": 2, "neuro": 2, "petr": 2, "boriskov": 2, "putrolaynen": 2, "ensembl": 2, "mental": 2, "varun": 2, "bajaj": 2, "gaikwad": 2, "sinha": 2, "parkinson": 2, "smart": [], "iot": [], "environ": 0, "dmitri": 2, "korzun": 2, "bell": [20, 21, 22, 25, 44, 45, 46, 49], "triangular": [0, 20, 21, 22, 25, 44, 45, 46, 49], "trapezoidal1": [20, 21, 22, 25, 44, 45, 46, 49], "trapezoidal2": [20, 21, 22, 25, 44, 45, 46, 49], "z_shape": [20, 21, 22, 25, 44, 45, 46, 49], "constgaussian": [10, 20, 21, 22, 25, 34, 44, 45, 46, 49], "depric": [20, 21, 22, 44, 45, 46], "104833": [20, 21, 22, 44, 45, 46], "104847": [20, 21, 22, 44, 45, 46], "upper": [20, 21, 22, 25, 44, 45, 46, 49], "2r": [20, 21, 22, 25, 44, 45, 46, 49], "trapezoid": [0, 20, 21, 22, 25, 44, 45, 46, 49], "shape": [20, 21, 22, 25, 44, 45, 46, 49], "threshod": [20, 21, 22, 25, 44, 45, 46, 49], "vcp": [0, 20, 22, 44, 46], "ka": [20, 22, 44, 46], "kb": [20, 22, 44, 46], "lake": [0, 20, 22, 44, 46], "p": [20, 22, 25, 26, 44, 46, 49, 50], "griffin": [20, 22, 44, 46], "neonat": [20, 22, 44, 46], "283": [20, 22, 44, 46], "r789": [20, 22, 44, 46], "r797": [20, 22, 44, 46], "overlap": [0, 11, 20, 22, 27, 35, 44, 46, 51], "respecitv": [], "_overlapping_": [], "cp": [20, 22, 44, 46], "underfin": [], "zeroth": [0, 20, 22, 44, 46], "due": [20, 22, 44, 46], "demand": [20, 22, 44, 46], "option": [0, 20, 22, 25, 44, 49], "substanti": [20, 22, 44, 46], "appendix": [20, 22, 44, 46], "region": 2, "schizophrenia": 2, "shunliang": 2, "haifeng": 2, "8th": 2, "icsip": 2, "diven": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "divers": [0, 20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "fetal": 2, "matern": 2, "simultan": 2, "ana": 2, "filipa": 2, "soeiro": 2, "gome": 2, "faculdad": 2, "engenharia": 2, "da": 2, "universidad": 2, "porto": 2, "kang": [20, 25, 44, 49], "huan": [20, 25, 44, 49], "guangbin": [20, 25, 44, 49], "568": [20, 25, 44, 49], "125686": [20, 25, 44, 49], "radiolog": 2, "nuclear": 2, "facil": 2, "workplac": 2, "abinash": 2, "chakraborti": 2, "neeraj": 2, "parashar": 2, "dk": 2, "pandei": 2, "pankaj": 2, "uv": 2, "deokar": 2, "jpn": 2, "ssrn": 2, "social": 2, "shervin": 2, "skaria": 2, "sreelatha": 2, "ks": 2, "korean": 2, "pyschiatr": 2, "nurs": 2, "nldyn": 2, "sadegh": 2, "tarek": 2, "rajji": 2, "spectroscopi": 2, "group": 2, "martti": 2, "ilvesm\u00e4ki": 2, "hani": 2, "ferdinando": 2, "noponen": 2, "tapio": 2, "sepp\u00e4nen": 2, "vesa": 2, "korhonen": 2, "kiviniemi": 2, "teemu": 2, "myllyl\u00e4": 2, "authorea": 2, "acceler": 2, "profil": 2, "adolesc": 2, "soccer": 2, "player": 2, "season": 2, "jake": 2, "melaro": 2, "tennesse": 2, "knoxvil": 2, "classifi": 2, "wael": 2, "suliman": 2, "vinayakumar": 2, "ravi": 2, "tencon": 2, "trunk": 2, "swai": 2, "offic": 2, "worker": 2, "With": [0, 2], "chronic": 2, "spinal": 2, "pain": 2, "afonso": 2, "manuel": 2, "caetano": 2, "julio": 2, "repositorio": 2, "nova": 2, "lisboa": 2, "ocular": 2, "trajectori": 2, "kateryna": 2, "oleg": 2, "rangen": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "robert": 2, "rainer": 2, "recognit": 2, "ey": 2, "tong": 2, "qin": 2, "wim": 2, "fia": 2, "nico": 2, "wegh": 2, "haosheng": 2, "huang": 2, "geograph": 2, "cot": 2, "michael": 2, "beacom": 2, "martin": 2, "frasch": 2, "lear": 2, "alistair": 2, "gunn": 2, "pediatr": 2, "sig1": [0, 22, 24, 46, 48], "sig2": [0, 22, 24, 46, 48], "sdpool": [0, 22, 24, 46, 48], "pool": [0, 24, 48], "total": [24, 25, 35, 49], "xa": 24, "xb": 24, "rcmse": [47, 48, 50], "emploi": [0, 10, 25, 34, 47, 48, 49, 50], "med": [47, 48], "biol": [47, 48], "55": [10, 23, 25, 26, 34, 47, 48, 49, 50], "2037": [10, 23, 25, 26, 34, 47, 48, 49, 50], "2052": [10, 23, 25, 26, 34, 47, 48, 49, 50], "2024": [1, 3, 48], "_supplementari": [], "software_": [], "supplementari": [1, 3, 28, 52], "lastest": 0, "major": 0, "v1": [0, 9, 25, 33, 49], "versatil": 0, "easi": 0, "summar": 0, "main": [0, 25, 27, 49], "ad": 0, "membership": [0, 10, 25, 34, 49], "founud": [], "hilbert": [0, 20, 25, 49], "now": [], "input": [0, 27, 51], "earlier": 0, "multical": 0, "genera": 0, "choos": 0, "achiev": 0, "lot": 0, "littl": 0, "want": 0, "alert": 0, "portal": 0, "hint": 0, "compatbl": 0, "resolv": 0, "inconsist": 0, "led": 0, "incorrect": 0, "unlik": 0, "previous": 0, "consum": 0, "keep": 0, "far": 0, "div": [20, 44], "cden": [20, 44], "rightmost": [20, 44], "si": [20, 44], "rotat": [20, 44], "machineri": [20, 44], "informat": [20, 44], "5419": [20, 44], "5429": [20, 44], "aug": [20, 44], "guo": [20, 44], "high": [20, 44], "nonstationari": [20, 44], "9642": [20, 44], "9653": [20, 44], "sept": [20, 44], "2023": [20, 44], "rangx": [20, 44], "omidvarnia": [20, 44], "amir": [20, 44], "bridg": [20, 44], "962": [20, 44], "three": [24, 48], "datainterpol": 4, "univarit": 45, "predict": 2, "skill": 2, "pilot": 2, "catela": 2, "cristiana": 2, "merc\u00ea": 2, "marco": 2, "branco": 2, "sport": 2, "mdpi": 2, "explor": 2, "visibl": 2, "conejero": 2, "\u00f2scar": 2, "garibo": 2, "ort": 2, "viet": 2, "thanh": 2, "stabl": [4, 5], "unwrap": [20, 25, 49], "fern\u00e1ndez": [10, 23, 25, 26, 34, 49, 50], "mvdispen": [9, 20, 25, 26, 28, 33, 47, 48, 49, 50, 52], "mvsampen2d": [23, 24, 26], "mvfuzzen2d": [23, 24, 26], "mvdispen2d": [23, 24, 26], "mvcosien2d": [23, 24, 26], "mvpermen2d": [23, 24, 26], "mvmsen": [10, 23, 24, 25, 26, 28, 34, 47, 48, 50, 52], "exercis": 2, "andrzejewska": 2, "wr\u00f3blewski": 2, "szymon": 2, "cygan": 2, "mateusz": 2, "ozimek": 2, "monika": 2, "petelczyc": 2, "dataset": [27, 28, 51, 52], "mvsampen": [25, 26, 28, 47, 48, 49, 50, 52], "mvfuzzen": [10, 25, 26, 28, 34, 47, 48, 49, 50, 52], "mvpermen": [25, 26, 28, 47, 48, 49, 50, 52], "mvcosien": [25, 26, 28, 47, 48, 49, 50, 52], "cmvmsen": [10, 25, 26, 28, 34, 47, 48, 50, 52], "mcosi": [25, 49], "ones": [25, 49], "________________________________________________________________________": [], "maxim": [25, 49], "msamp": [25, 49], "nxm": [25, 27, 49, 51], "observ": [25, 49], "col": [25, 49], "unit": [10, 25, 34, 49], "speech": [25, 49], "icassp": [25, 49], "5997": [25, 49], "6001": [25, 49], "1109": [25, 49], "icassp43922": [25, 49], "2022": [25, 49], "9747282": [25, 49], "Its": [25, 49], "circular": [25, 49], "properti": [25, 27, 49, 51], "algebra": [25, 49], "1287": [25, 49], "ahm": [25, 26, 49, 50], "mosabb": [25, 26, 49, 50], "uddin": [25, 26, 49, 50], "tool": [0, 25, 26, 28, 49, 50, 52], "multichannel": [25, 26, 49, 50], "84": [25, 26, 49, 50], "061918": [25, 26, 49, 50], "mdisp": [9, 25, 33, 49], "mvdeii": [25, 49], "singular": [10, 25, 34, 49], "v2": [0, 9, 25, 33, 49], "mvde": [9, 25, 33, 49], "combin": [25, 49], "accordingli": [25, 49], "913": [25, 49], "mfuzz": [25, 49], "b0": [25, 49], "bt": [25, 49], "b1": [25, 49], "joint": [25, 49], "subspac": [25, 49], "expans": [25, 26, 49, 50], "contrari": [25, 49], "convent": [10, 25, 34, 49], "definit": [25, 49], "stochast": [25, 26, 49, 50], "naiv": [25, 49], "individu": [25, 49], "uterin": [25, 49], "mperm": [25, 49], "mpnorm": [25, 49], "taken": [25, 49], "theorem": [25, 49], "share": [25, 49], "spatial": [25, 49], "reconstruct": [25, 49], "NOT": [25, 49], "morabito": [25, 49], "channel": [25, 49], "20guid": 27, "defualt": [25, 49], "signam": [27, 51], "commonli": [27, 51], "benchmark": [27, 51], "document": [0, 27, 51], "elsewher": [27, 51], "randomli": [27, 51], "4500": [27, 51], "sigma": [27, 51], "5917": [27, 51], "3000": [11, 27, 35, 51], "60": [27, 51], "120": [27, 51], "255": [27, 51], "115": [27, 51], "127": [27, 51], "windowdata": [0, 27, 28, 29, 51, 52, 53], "winlen": [11, 27, 35, 51], "restructur": [27, 51], "collect": [27, 51], "windata": [11, 27, 35, 51], "subsequnc": [27, 51], "remaind": [27, 51], "fill": [11, 27, 35, 51], "final": [11, 27, 35, 51], "treat": [27, 51], "dictionari": 51, "datatyp": [11, 27, 35, 51], "datalength": [11, 27, 35, 51], "windowlength": [11, 27, 35, 51], "windowoverlap": [11, 27, 35, 51], "totalwindow": [11, 27, 35, 51], "decis": [27, 51], "remain": [11, 27, 35, 51], "web": 27, "cell": 27, "nmultiscal": 26, "introduct": 0, "decad": 0, "ago": 0, "seen": 0, "notabl": 0, "compris": 0, "ubiquit": 0, "robust": 0, "known": [], "five": 0, "_amplitud": [], "modified_": [], "aware_": [], "_edge_": [], "_phase_": [], "_weighted_": [], "_modified_": [], "extra": 0, "acclaim": 0, "mulitvari": [29, 53], "convert": [9, 33], "code": [], "reshap": [9, 33], "9227345": [9, 33], "0009856": [9, 33], "508226": [9, 33], "95439595": [9, 33], "94074854": [9, 33], "93012334": [9, 33], "02675949": [9, 33], "00805324": [9, 33], "00201614": [9, 33], "00796833": [10, 34], "00926765": [10, 34], "01193731": [10, 34], "01686631": [10, 34], "04603960": [10, 34], "alwai": [10, 34], "1000": [11, 35], "arang": 35, "1001": [11, 35], "72": [11, 35], "73": [11, 35], "74": [11, 35], "76": [11, 35], "80": [11, 35], "146": [11, 35], "147": [11, 35], "149": [11, 35], "150": [11, 35], "151": [11, 35], "152": [11, 35], "153": [11, 35], "154": [11, 35], "155": [11, 35], "221": [11, 35], "223": [11, 35], "224": [11, 35], "225": [11, 35], "226": [11, 35], "227": [11, 35], "228": [11, 35], "229": [11, 35], "230": [11, 35], "296": [11, 35], "297": [11, 35], "298": [11, 35], "299": [11, 35], "300": [11, 35], "301": [11, 35], "302": [11, 35], "304": [11, 35], "305": [11, 35], "371": [11, 35], "373": [11, 35], "374": [11, 35], "375": [11, 35], "376": [11, 35], "377": [11, 35], "379": [11, 35], "380": [11, 35], "446": [11, 35], "447": [11, 35], "449": [11, 35], "450": [11, 35], "451": [11, 35], "452": [11, 35], "453": [11, 35], "454": [11, 35], "455": [11, 35], "521": [11, 35], "522": [11, 35], "523": [11, 35], "525": [11, 35], "526": [11, 35], "527": [11, 35], "528": [11, 35], "529": [11, 35], "530": [11, 35], "596": [11, 35], "597": [11, 35], "598": [11, 35], "599": [11, 35], "601": [11, 35], "602": [11, 35], "603": [11, 35], "604": [11, 35], "605": [11, 35], "671": [11, 35], "672": [11, 35], "673": [11, 35], "674": [11, 35], "675": [11, 35], "676": [11, 35], "677": [11, 35], "678": [11, 35], "680": [11, 35], "746": [11, 35], "747": [11, 35], "748": [11, 35], "749": [11, 35], "750": [11, 35], "751": [11, 35], "752": [11, 35], "754": [11, 35], "755": [11, 35], "821": [11, 35], "822": [11, 35], "823": [11, 35], "824": [11, 35], "825": [11, 35], "826": [11, 35], "827": [11, 35], "828": [11, 35], "829": [11, 35], "830": [11, 35], "896": [11, 35], "897": [11, 35], "898": [11, 35], "899": [11, 35], "900": [11, 35], "901": [11, 35], "902": [11, 35], "903": [11, 35], "904": [11, 35], "905": [11, 35], "971": [11, 35], "972": [11, 35], "973": [11, 35], "974": [11, 35], "975": [11, 35], "repeat": [11, 35], "previou": [11, 35], "976": [11, 35], "977": [11, 35], "978": [11, 35], "979": [11, 35], "980": [11, 35], "996": [11, 35], "997": [11, 35], "998": [11, 35], "999": [11, 35], "3001": [11, 35], "130x4": [11, 35], "vstack": 35, "4001": 35, "130": [11, 35], "1002": [11, 35], "3002": [11, 35], "1003": [11, 35], "2003": [11, 35], "3003": [11, 35], "1128": [11, 35], "2128": [11, 35], "3128": [11, 35], "1129": [11, 35], "2129": [11, 35], "3129": [11, 35], "1130": [11, 35], "2130": [11, 35], "3130": [11, 35], "1111": [11, 35], "2111": [11, 35], "3111": [11, 35], "112": [11, 35], "1112": [11, 35], "2112": [11, 35], "3112": [11, 35], "113": [11, 35], "1113": [11, 35], "2113": [11, 35], "3113": [11, 35], "238": [11, 35], "1238": [11, 35], "2238": [11, 35], "3238": [11, 35], "239": [11, 35], "1239": [11, 35], "2239": [11, 35], "3239": [11, 35], "240": [11, 35], "1240": [11, 35], "2240": [11, 35], "3240": [11, 35], "771": [11, 35], "1771": [11, 35], "2771": [11, 35], "3771": [11, 35], "772": [11, 35], "1772": [11, 35], "2772": [11, 35], "3772": [11, 35], "773": [11, 35], "1773": [11, 35], "3773": [11, 35], "1898": [11, 35], "2898": [11, 35], "3898": [11, 35], "1899": [11, 35], "2899": [11, 35], "3899": [11, 35], "1900": [11, 35], "2900": [11, 35], "3900": [11, 35], "edit": 0, "thing": [], "TO": [], "rememb": [], "exlcud": 11}, "objects": {"": [[27, 0, 1, "", "EntropyHub"], [27, 0, 0, "-", "EntropyHub"], [51, 2, 0, "-", "EntropyHub"]], "EntropyHub": [[20, 1, 1, "", "ApEn"], [20, 1, 1, "", "AttnEn"], [20, 1, 1, "", "BubbEn"], [20, 1, 1, "", "CoSiEn"], [20, 1, 1, "", "CondEn"], [20, 1, 1, "", "DispEn"], [21, 1, 1, "", "DispEn2D"], [20, 1, 1, "", "DistEn"], [21, 1, 1, "", "DistEn2D"], [20, 1, 1, "", "DivEn"], [20, 1, 1, "", "EnofEn"], [21, 1, 1, "", "EspEn2D"], [27, 1, 1, "", "ExampleData"], [20, 1, 1, "", "FuzzEn"], [21, 1, 1, "", "FuzzEn2D"], [20, 1, 1, "", "GridEn"], [20, 1, 1, "", "IncrEn"], [20, 1, 1, "", "K2En"], [23, 1, 1, "", "MSEn"], [26, 1, 1, "", "MSobject"], [25, 1, 1, "", "MvCoSiEn"], [25, 1, 1, "", "MvDispEn"], [25, 1, 1, "", "MvFuzzEn"], [26, 1, 1, "", "MvMSEn"], [25, 1, 1, "", "MvPermEn"], [25, 1, 1, "", "MvSampEn"], [20, 1, 1, "", "PermEn"], [21, 1, 1, "", "PermEn2D"], [20, 1, 1, "", "PhasEn"], [20, 1, 1, "", "RangEn"], [20, 1, 1, "", "SampEn"], [21, 1, 1, "", "SampEn2D"], [20, 1, 1, "", "SlopEn"], [20, 1, 1, "", "SpecEn"], [20, 1, 1, "", "SyDyEn"], [27, 1, 1, "", "WindowData"], [22, 1, 1, "", "XApEn"], [22, 1, 1, "", "XCondEn"], [22, 1, 1, "", "XDistEn"], [22, 1, 1, "", "XFuzzEn"], [22, 1, 1, "", "XK2En"], [24, 1, 1, "", "XMSEn"], [22, 1, 1, "", "XPermEn"], [22, 1, 1, "", "XSampEn"], [22, 1, 1, "", "XSpecEn"], [23, 1, 1, "", "cMSEn"], [26, 1, 1, "", "cMvMSEn"], [24, 1, 1, "", "cXMSEn"], [23, 1, 1, "", "hMSEn"], [24, 1, 1, "", "hXMSEn"], [23, 1, 1, "", "rMSEn"], [24, 1, 1, "", "rXMSEn"], [44, 3, 1, "", "ApEn"], [44, 3, 1, "", "AttnEn"], [44, 3, 1, "", "BubbEn"], [44, 3, 1, "", "CoSiEn"], [44, 3, 1, "", "CondEn"], [44, 3, 1, "", "DispEn"], [45, 3, 1, "", "DispEn2D"], [44, 3, 1, "", "DistEn"], [45, 3, 1, "", "DistEn2D"], [44, 3, 1, "", "DivEn"], [44, 3, 1, "", "EnofEn"], [45, 3, 1, "", "EspEn2D"], [51, 3, 1, "", "ExampleData"], [44, 3, 1, "", "FuzzEn"], [45, 3, 1, "", "FuzzEn2D"], [44, 3, 1, "", "GridEn"], [44, 3, 1, "", "IncrEn"], [44, 3, 1, "", "K2En"], [47, 3, 1, "", "MSEn"], [50, 3, 1, "", "MSobject"], [49, 3, 1, "", "MvCoSiEn"], [49, 3, 1, "", "MvDispEn"], [49, 3, 1, "", "MvFuzzEn"], [50, 3, 1, "", "MvMSEn"], [49, 3, 1, "", "MvPermEn"], [49, 3, 1, "", "MvSampEn"], [44, 3, 1, "", "PermEn"], [45, 3, 1, "", "PermEn2D"], [44, 3, 1, "", "PhasEn"], [44, 3, 1, "", "RangEn"], [44, 3, 1, "", "SampEn"], [45, 3, 1, "", "SampEn2D"], [44, 3, 1, "", "SlopEn"], [44, 3, 1, "", "SpecEn"], [44, 3, 1, "", "SyDyEn"], [51, 3, 1, "", "WindowData"], [46, 3, 1, "", "XApEn"], [46, 3, 1, "", "XCondEn"], [46, 3, 1, "", "XDistEn"], [46, 3, 1, "", "XFuzzEn"], [46, 3, 1, "", "XK2En"], [48, 3, 1, "", "XMSEn"], [46, 3, 1, "", "XPermEn"], [46, 3, 1, "", "XSampEn"], [46, 3, 1, "", "XSpecEn"], [47, 3, 1, "", "cMSEn"], [50, 3, 1, "", "cMvMSEn"], [48, 3, 1, "", "cXMSEn"], [47, 3, 1, "", "hMSEn"], [48, 3, 1, "", "hXMSEn"], [47, 3, 1, "", "rMSEn"], [48, 3, 1, "", "rXMSEn"]]}, "objtypes": {"0": "mat:module", "1": "mat:function", "2": "py:module", "3": "py:function"}, "objnames": {"0": ["mat", "module", "MATLAB module"], "1": ["mat", "function", "MATLAB function"], "2": ["py", "module", "Python module"], "3": ["py", "function", "Python function"]}, "titleterms": {"latest": 0, "updat": 0, "januari": [], "2023": 2, "novemb": 0, "2022": [0, 2], "juli": 0, "februari": 0, "decemb": 0, "2021": 0, "june": 0, "entropyhub": [1, 2, 3, 4, 5, 6, 27, 28, 30, 51, 52], "an": [1, 3], "open": [1, 3], "sourc": [1, 3], "toolkit": [1, 3], "entrop": [1, 3], "time": [20, 22, 23, 24, 44, 46, 47, 48], "seri": [20, 22, 23, 24, 44, 46, 47, 48], "analysi": [1, 3], "welcom": [1, 3], "about": [1, 3], "document": [1, 3, 4, 6, 29, 30], "help": [1, 3, 4, 6, 30], "citat": [1, 3], "licens": [1, 3], "contact": [1, 3], "public": 2, "list": 2, "research": 2, "articl": 2, "cite": 2, "julia": [4, 5], "requir": [4, 6, 30], "instal": [4, 6, 30], "method": [4, 6, 14, 30, 38], "1": [0, 4, 6, 7, 30, 31], "2": [0, 4, 6, 12, 30, 36], "matlab": [6, 28, 29], "exampl": [7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 53], "sampl": [7, 17, 31, 41], "entropi": [7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 31, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 52], "10": [8, 32], "bidimension": [8, 21, 28, 32, 45, 52], "fuzzi": [8, 10, 32, 34], "fine": [12, 36], "grain": [12, 36], "permut": [12, 36], "3": [13, 37], "phase": [13, 37], "w": [13, 14, 37, 38], "pioncar": [13, 37], "plot": [13, 37], "4": [14, 38], "cross": [14, 18, 19, 22, 24, 28, 38, 42, 43, 46, 48, 52], "distribut": [14, 38], "differ": [14, 38], "bin": [14, 38], "5": [15, 39], "multiscal": [10, 15, 16, 17, 18, 19, 23, 24, 26, 28, 34, 39, 40, 41, 42, 43, 47, 48, 50, 52], "object": [15, 39], "msobject": [15, 39], "6": [16, 40], "increment": [16, 40], "7": [17, 41], "refin": [10, 17, 34, 41], "8": [18, 28, 42, 52], "composit": [10, 18, 34, 42], "approxim": [18, 42], "9": [19, 43], "hierarch": [19, 43], "correct": [19, 43], "condit": [19, 43], "base": [20, 28, 44, 52], "function": [20, 21, 22, 23, 24, 25, 26, 27, 28, 44, 45, 46, 47, 48, 49, 50, 51, 52], "estim": [20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "singl": [20, 44], "univari": [20, 21, 22, 23, 24, 44, 45, 46, 47, 48], "two": [21, 22, 24, 45, 46, 48], "dimension": [21, 45], "matrix": [21, 45], "between": [22, 24, 46, 48], "fall": [28, 52], "categori": [28, 52], "exampledata": [29, 53], "browser": 29, "thing": [29, 53], "TO": [29, 53], "rememb": [29, 53], "python": [30, 52, 53], "2024": [0, 2], "march": 0, "data": [1, 3, 11, 35], "new": [], "version": 0, "0": 0, "here": 0, "more": 0, "come": 0, "april": 0, "multivari": [9, 10, 25, 26, 28, 33, 34, 49, 50, 52], "dataset": [25, 26, 49, 50], "other": [27, 28, 51, 52], "supplementari": [27, 51], "variou": [27, 51], "task": [27, 51], "relat": [27, 51], "signal": [27, 51], "process": [27, 51], "out": 0, "now": 0, "11": [9, 33], "dispers": [9, 33], "12": [10, 34], "gener": [10, 34], "13": [11, 35], "window": [11, 35], "windowdata": [11, 35]}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 56}})
\ No newline at end of file
+Search.setIndex({"docnames": ["EHupdates", "Home", "Publications", "index", "julia/EHjulia", "julia/jlexamples", "matlab/EHmatlab", "matlab/Examples/Ex1", "matlab/Examples/Ex10", "matlab/Examples/Ex11", "matlab/Examples/Ex12", "matlab/Examples/Ex13", "matlab/Examples/Ex2", "matlab/Examples/Ex3", "matlab/Examples/Ex4", "matlab/Examples/Ex5", "matlab/Examples/Ex6", "matlab/Examples/Ex7", "matlab/Examples/Ex8", "matlab/Examples/Ex9", "matlab/Functions/matBase", "matlab/Functions/matBidimensional", "matlab/Functions/matCross", "matlab/Functions/matMultiscale", "matlab/Functions/matMultiscaleCross", "matlab/Functions/matMultivariate", "matlab/Functions/matMultivariateMultiscale", "matlab/Functions/matOther", "matlab/matAPI", "matlab/matexamples", "python/EHpython", "python/Examples/Ex1", "python/Examples/Ex10", "python/Examples/Ex11", "python/Examples/Ex12", "python/Examples/Ex13", "python/Examples/Ex2", "python/Examples/Ex3", "python/Examples/Ex4", "python/Examples/Ex5", "python/Examples/Ex6", "python/Examples/Ex7", "python/Examples/Ex8", "python/Examples/Ex9", "python/Functions/Base", "python/Functions/Bidimensional", "python/Functions/Cross", "python/Functions/Multiscale", "python/Functions/MultiscaleCross", "python/Functions/Multivariate", "python/Functions/MultivariateMultiscale", "python/Functions/Other", "python/pyAPI", "python/pyexamples"], "filenames": ["EHupdates.rst", "Home.rst", "Publications.rst", "index.rst", "julia\\EHjulia.rst", "julia\\jlexamples.rst", "matlab\\EHmatlab.rst", "matlab\\Examples\\Ex1.rst", "matlab\\Examples\\Ex10.rst", "matlab\\Examples\\Ex11.rst", "matlab\\Examples\\Ex12.rst", "matlab\\Examples\\Ex13.rst", "matlab\\Examples\\Ex2.rst", "matlab\\Examples\\Ex3.rst", "matlab\\Examples\\Ex4.rst", "matlab\\Examples\\Ex5.rst", "matlab\\Examples\\Ex6.rst", "matlab\\Examples\\Ex7.rst", "matlab\\Examples\\Ex8.rst", "matlab\\Examples\\Ex9.rst", "matlab\\Functions\\matBase.rst", "matlab\\Functions\\matBidimensional.rst", "matlab\\Functions\\matCross.rst", "matlab\\Functions\\matMultiscale.rst", "matlab\\Functions\\matMultiscaleCross.rst", "matlab\\Functions\\matMultivariate.rst", "matlab\\Functions\\matMultivariateMultiscale.rst", "matlab\\Functions\\matOther.rst", "matlab\\matAPI.rst", "matlab\\matexamples.rst", "python\\EHpython.rst", "python\\Examples\\Ex1.rst", "python\\Examples\\Ex10.rst", "python\\Examples\\Ex11.rst", "python\\Examples\\Ex12.rst", "python\\Examples\\Ex13.rst", "python\\Examples\\Ex2.rst", "python\\Examples\\Ex3.rst", "python\\Examples\\Ex4.rst", "python\\Examples\\Ex5.rst", "python\\Examples\\Ex6.rst", "python\\Examples\\Ex7.rst", "python\\Examples\\Ex8.rst", "python\\Examples\\Ex9.rst", "python\\Functions\\Base.rst", "python\\Functions\\Bidimensional.rst", "python\\Functions\\Cross.rst", "python\\Functions\\Multiscale.rst", "python\\Functions\\MultiscaleCross.rst", "python\\Functions\\Multivariate.rst", "python\\Functions\\MultivariateMultiscale.rst", "python\\Functions\\Other.rst", "python\\pyAPI.rst", "python\\pyexamples.rst"], "titles": ["Latest Updates", "EntropyHub", "Publications", "EntropyHub", "EntropyHub: Julia", "EntropyHub: Julia", "EntropyHub: MatLab", "Example 1: Sample Entropy", "Example 10: Bidimensional Fuzzy Entropy", "Example 11: Multivariate Dispersion Entropy", "Example 12: [Generalized] Refined-composite Multivariate Multiscale Fuzzy Entropy", "Example 13: Windowing Data with WindowData()", "Example 2: (Fine-Grained) Permutation Entropy", "Example 3: Phase Entropy w/ Pioncare Plot", "Example 4: Cross-Distribution Entropy w/ Different Binning Methods", "Example 5: Multiscale Entropy Object [MSobject()]", "Example 6: Multiscale [Increment] Entropy", "Example 7: Refined Multiscale [Sample] Entropy", "Example 8: Composite Multiscale Cross-[Approximate] Entropy", "Example 9: Hierarchical Multiscale corrected Cross-[Conditional] Entropy", "Base Entropies", "Bidimensional Entropies", "Cross Entropies", "Multiscale Entropies", "Multiscale Cross-Entropies", "Multivariate Entropies", "Multivariate Multiscale Entropies", "Other Functions", "MatLab Functions:", "MatLab Examples:", "EntropyHub: Python", "Example 1: Sample Entropy", "Example 10: Bidimensional Fuzzy Entropy", "Example 11: Multivariate Dispersion Entropy", "Example 12: [Generalized] Refined-composite Multivariate Multiscale Fuzzy Entropy", "Example 13: Windowing Data with WindowData()", "Example 2: (Fine-Grained) Permutation Entropy", "Example 3: Phase Entropy w/ Pioncare Plot", "Example 4: Cross-Distribution Entropy w/ Different Binning Methods", "Example 5: Multiscale Entropy Object [MSobject()]", "Example 6: Multiscale [Increment] Entropy", "Example 7: Refined Multiscale [Sample] Entropy", "Example 8: Composite Multiscale Cross-[Approximate] Entropy", "Example 9: Hierarchical Multiscale corrected Cross-[Conditional] Entropy", "Base Entropies", "Bidimensional Entropies", "Cross Entropies", "Multiscale Entropies", "Multiscale Cross-Entropies", "Multivariate Entropies", "Multivariate Multiscale Entropies", "Other Functions", "Python Functions:", "Python Examples:"], "terms": {"new": [0, 20, 21, 22, 25, 28, 44, 45, 46, 49, 52], "announc": 0, "come": [], "soon": [], "entropyhub": [0, 20, 21, 22, 23, 24, 25, 26, 29, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53], "1": [8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "year": 0, "old": 0, "There": [0, 1, 3, 4, 6, 29, 30], "ha": [0, 1, 3, 4, 6, 21, 29, 30, 45, 53], "been": [0, 1, 3, 4, 6, 53], "great": 0, "interest": 0, "first": [0, 10, 19, 23, 24, 29, 34, 43, 47, 48, 53], "sinc": 0, "its": [0, 2, 20, 22, 23, 25, 26, 44, 46, 47, 49, 50], "origin": [0, 21, 25, 29, 45, 47, 48, 49, 50, 53], "public": 0, "plo": [0, 1, 2, 3, 21, 45], "One": [0, 1, 2, 3, 30, 51], "To": [0, 1, 3, 4, 6, 21, 23, 24, 25, 26, 29, 30, 45, 47, 48, 49, 50, 53], "date": [0, 30], "ar": [0, 4, 6, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "about": [0, 2, 4, 6, 27, 51], "11": [0, 1, 3, 13, 15, 20, 21, 23, 29, 37, 39, 44, 45, 47, 53], "cite": 0, "cover": 0, "broad": 0, "rang": [0, 1, 3, 8, 9, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 33, 38, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "scientif": [0, 1, 3, 6, 28, 52], "disciplin": 0, "includ": [0, 1, 3, 11, 20, 27, 35, 44, 51], "neurosci": [0, 23, 47], "meteorolog": 0, "mathemat": [0, 2, 20, 23, 24, 44, 47, 48], "jl": [0, 4, 5], "github": [0, 1, 3, 4, 5, 6, 22, 24, 27, 30, 46, 48], "repositori": [0, 2, 6], "have": [0, 1, 3, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "over": [0, 10, 16, 17, 18, 19, 23, 24, 26, 34, 40, 41, 42, 43, 47, 48, 50], "50": [0, 27, 51], "star": [0, 1, 3], "42": 0, "respect": [0, 20, 21, 22, 44, 45, 46], "matlab": [0, 1, 2, 3, 21, 27], "toolkit": [0, 4, 6, 21, 29, 30, 45], "download": [0, 1, 3, 4, 6, 27, 30, 51], "600": [0, 11, 35], "time": [0, 1, 2, 3, 4, 6, 7, 8, 12, 13, 14, 15, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 36, 37, 38, 39, 42, 43, 45, 49, 50, 51, 52, 53], "from": [0, 1, 2, 3, 4, 6, 7, 9, 11, 20, 21, 22, 23, 24, 25, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 43, 44, 45, 46, 47, 48, 49, 51, 53], "file": [0, 1, 3, 4, 6, 30], "exchang": [0, 1, 3, 6], "we": [0, 1, 3, 24, 29, 48], "would": [0, 21, 45, 52], "like": [0, 6, 10, 21, 26, 30, 34, 45, 50], "extend": 0, "our": [0, 1, 3], "gratitud": 0, "all": [0, 1, 3, 4, 6, 12, 20, 23, 24, 25, 26, 30, 36, 44, 47, 48, 49, 50], "those": [0, 9, 33], "who": 0, "us": [0, 1, 2, 3, 4, 6, 8, 9, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "work": [0, 6], "provid": [0, 1, 3, 23, 24, 25, 27, 29, 47, 48, 49, 51, 53], "help": [0, 23, 24, 26, 47, 48, 50], "feedback": 0, "plan": 0, "expand": 0, "hope": 0, "you": [0, 1, 3, 6, 29, 30], "continu": [0, 2], "support": 0, "thi": [0, 1, 3, 4, 10, 20, 21, 23, 24, 25, 29, 34, 44, 45, 47, 48, 49, 53], "endeavour": 0, "spread": 0, "word": 0, "ieee": [0, 2, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "embc": [0, 21, 24, 45, 48], "symposium": 0, "entropi": [0, 1, 2, 3, 4, 6, 27, 29, 30, 51, 53], "algorithm": [0, 2, 20, 21, 23, 24, 25, 26, 44, 45, 47, 48, 49, 50], "At": [0, 23, 24, 47], "confer": [0, 2, 20, 21, 24, 25, 44, 45, 48, 49], "glasgow": 0, "entitl": 0, "recent": 0, "advanc": [0, 1, 3], "biomed": [0, 10, 20, 21, 22, 23, 24, 25, 26, 34, 44, 45, 46, 47, 48, 49, 50], "signal": [0, 2, 6, 7, 10, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 29, 31, 34, 38, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 52, 53], "beyond": 0, "univari": [0, 2, 11, 25, 27, 28, 35, 49, 51, 52], "seri": [0, 1, 2, 3, 4, 6, 21, 25, 26, 27, 28, 29, 30, 45, 49, 50, 51, 52, 53], "wa": [0, 4, 30], "organis": 0, "prof": 0, "javier": [0, 2, 20, 21, 23, 25, 26, 44, 45, 47, 49, 50], "escudero": [0, 10, 20, 21, 23, 25, 26, 34, 44, 45, 47, 49, 50], "ann": [0, 2, 21, 23, 24, 45, 47, 48], "humeau": [0, 2, 21, 23, 24, 45, 47, 48], "huertier": 0, "introduc": 0, "method": [0, 1, 2, 3, 9, 10, 20, 21, 22, 23, 24, 25, 26, 27, 29, 33, 34, 44, 45, 46, 47, 48, 49, 50, 51, 53], "analysi": [0, 2, 4, 6, 10, 20, 21, 22, 23, 24, 25, 26, 30, 34, 44, 45, 46, 47, 48, 49, 50], "engin": [0, 2, 10, 20, 21, 23, 24, 25, 26, 34, 44, 45, 47, 48, 49, 50], "commun": [0, 20, 21, 44, 45], "As": [0, 1, 3, 10, 20, 34, 44], "part": [0, 1, 3], "dr": 0, "matt": [0, 1, 3], "flood": [0, 1, 3, 21, 22, 24, 45, 46, 48], "present": [0, 1, 3, 10, 21, 25, 34, 45, 49], "audienc": 0, "advantag": [0, 4, 6, 30], "benefit": 0, "offer": 0, "The": [0, 1, 2, 3, 4, 6, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "medicin": [0, 20, 21, 44, 45], "biologi": [0, 20, 21, 44, 45], "take": [0, 1, 3, 20, 22, 44, 46], "place": 0, "15": [0, 19, 20, 23, 24, 26, 44, 47, 48, 50], "titl": 0, "quantif": [0, 20, 44], "where": [0, 4, 6, 16, 17, 18, 20, 21, 22, 25, 29, 30, 40, 41, 42, 44, 45, 46, 49, 53], "novel": [0, 2, 20, 24, 44, 48], "appic": 0, "biomedicin": [0, 2, 20, 25, 44, 49], "discuss": 0, "founder": 0, "lead": [0, 21, 45], "develop": [0, 1, 2, 3], "give": 0, "demonstr": 0, "function": [0, 1, 2, 3, 4, 6, 8, 10, 15, 29, 30, 32, 34, 39, 40, 41, 42, 43, 53], "reveal": 0, "futur": [0, 28, 52], "releas": [0, 28, 52], "read": 0, "more": [1, 3, 4, 6, 20, 21, 22, 25, 29, 44, 45, 46, 49], "programm": 0, "here": [1, 3, 4, 5, 6, 21, 25, 29, 30, 45, 49], "meet": 0, "version": [1, 3, 4, 6, 30], "v0": 0, "2": [1, 3, 7, 8, 9, 10, 11, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 31, 32, 33, 34, 35, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53], "two": [0, 1, 2, 3, 4, 6, 18, 20, 23, 26, 27, 28, 42, 44, 47, 50, 51, 52], "bidimension": [0, 6, 29, 30, 53], "permut": [0, 2, 20, 21, 22, 23, 24, 25, 26, 28, 29, 44, 45, 46, 47, 48, 49, 50, 52, 53], "permen2d": [0, 21, 25, 28, 45, 49, 52], "espinosa": [0, 21, 28, 45, 52], "espen2d": [0, 21, 28, 29, 45, 52, 53], "paper": 0, "bring": 0, "attent": [0, 20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "wider": 0, "happi": 0, "describ": [0, 1, 3, 47, 48, 50], "publish": [0, 28, 52], "user": [0, 1, 3, 4, 6, 30], "requir": [0, 1, 3, 27, 29, 51, 52, 53], "thei": 0, "matthew": [0, 1, 3, 21, 22, 24, 45, 46, 48], "w": [0, 1, 3, 9, 12, 20, 21, 22, 24, 25, 33, 36, 44, 45, 46, 48, 49], "bernd": [0, 20, 21, 25, 44, 45, 49], "grimm": [0, 21, 45], "an": [0, 2, 4, 6, 7, 8, 12, 14, 15, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 32, 36, 38, 39, 44, 45, 46, 47, 48, 49, 50, 51, 53], "open": [0, 2, 4, 6, 21, 30, 45], "sourc": [0, 2, 4, 6, 21, 30, 45], "entrop": [0, 4, 6, 21, 30, 45], "16": [0, 1, 3, 20, 21, 44, 45], "e0259448": [0, 1, 3, 21, 45], "doi": [0, 1, 3, 25, 49], "10": [0, 1, 3, 10, 12, 20, 21, 23, 24, 25, 26, 27, 29, 36, 44, 45, 47, 48, 49, 50, 51, 53], "1371": [0, 1, 3], "journal": [0, 1, 2, 3, 20, 22, 23, 24, 25, 44, 46, 47, 48, 49], "pone": [0, 1, 3], "0259448": [0, 1, 3], "correct": [0, 15, 20, 22, 29, 39, 44, 46, 47, 48, 50, 53], "enofen": [0, 20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "follow": [0, 1, 3, 6, 10, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 34, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "can": [0, 1, 2, 3, 4, 5, 6, 21, 23, 24, 25, 26, 27, 30, 45, 47, 48, 49, 50, 51], "specifi": [0, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51], "amplitud": [0, 20, 25, 44, 49], "xmin": [0, 20, 44], "xmax": [0, 20, 44], "which": [0, 1, 3, 4, 6, 25, 27, 29, 30, 49, 51, 52], "number": [0, 1, 3, 7, 9, 12, 14, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 31, 33, 36, 38, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "slice": [0, 20, 44], "s1": [0, 23, 24, 47, 48], "partit": [0, 13, 20, 37, 44], "see": [0, 1, 3, 20, 21, 22, 23, 24, 25, 26, 27, 44, 45, 46, 47, 48, 49, 50, 51], "literatur": [0, 1, 3, 28, 52], "info": [0, 1, 3, 20, 21, 22, 25, 27, 44, 45, 46, 47, 49, 50, 51], "initi": 0, "platform": 0, "pypi": [0, 1, 3, 30], "julia": [0, 1, 3], "packag": [0, 1, 2, 3, 4, 5, 6, 30, 52], "mai": [0, 1, 3, 6, 21, 26, 45, 50], "some": [0, 6, 29, 53], "bug": [0, 1, 3], "typo": 0, "s": [0, 2, 14, 20, 22, 27, 29, 38, 44, 46, 51, 53], "other": [0, 1, 3, 20, 44], "small": [0, 21, 45], "issu": 0, "iron": 0, "out": [], "avail": [0, 1, 3, 4, 6, 30, 44, 45, 46, 49], "python": [0, 1, 2, 3, 29, 45], "latest": [1, 3], "updat": [1, 3, 23, 24, 47, 48], "survei": [1, 3], "wide": [1, 3], "calcul": [0, 1, 2, 3, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 31, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50], "differ": [0, 1, 3, 13, 37, 44], "statist": [1, 3, 4, 6, 20, 23, 25, 26, 44, 47, 49, 50], "ever": [1, 3], "grow": [0, 1, 3], "inform": [1, 2, 3, 4, 6, 20, 21, 22, 23, 25, 26, 27, 30, 44, 45, 46, 49, 51], "theoret": [1, 3, 21, 45], "dynam": [0, 1, 2, 3, 20, 22, 23, 24, 25, 26, 28, 44, 46, 47, 48, 49, 50, 52], "system": [0, 1, 2, 3, 4, 10, 12, 13, 19, 20, 25, 29, 34, 36, 37, 43, 44, 49, 53], "measur": [0, 1, 2, 3, 20, 21, 25, 44, 45, 49], "although": [], "mani": [0, 1, 3, 20, 44], "estim": [0, 1, 3, 9, 12, 28, 33, 36, 52], "found": [0, 4, 5, 20, 21, 22, 44, 45, 46], "variou": [1, 3, 28, 52], "corner": [6, 17, 20, 21, 22, 25, 41, 44, 45, 46, 49], "internet": [27, 29, 51, 53], "current": [0, 6], "perform": [0, 1, 3, 4, 9, 20, 21, 27, 33, 44, 45, 51], "extens": 0, "consist": [0, 1, 3, 25, 49], "syntax": [0, 1, 3, 6, 30, 52], "goal": [1, 3], "integr": [1, 2, 3, 20, 22, 44, 46], "establish": [1, 3], "one": [0, 1, 3, 4, 6, 20, 21, 22, 23, 24, 25, 26, 27, 44, 45, 46, 47, 48, 49, 50, 51], "uncertainti": [1, 3], "regard": [1, 3], "side": [1, 2, 3], "same": [1, 3, 4, 9, 21, 23, 24, 33, 45, 47, 48], "coin": [1, 3], "gain": [1, 3], "remov": [1, 3, 20, 25, 44, 49], "In": [0, 1, 3, 4, 6, 20, 25, 29, 30, 49, 53], "context": [1, 3], "probabl": [1, 3, 14, 20, 22, 25, 38, 44, 46, 49], "theori": [1, 2, 3], "quantifi": [1, 3, 16, 20, 21, 23, 24, 40, 44, 45, 47], "concept": 2, "classic": [1, 3], "physic": [1, 2, 3, 20, 21, 23, 24, 25, 26, 44, 45, 47, 48, 49, 50], "under": [1, 3, 6, 20, 44], "second": [13, 24, 37, 44, 48], "law": [1, 3, 23, 47], "thermodynam": [1, 3], "consid": [1, 3, 25, 49], "underpin": [], "fundament": [23, 47], "understand": [], "nonlinear": [1, 2, 3, 20, 22, 25, 44, 46, 49], "central": [1, 3], "degre": [0, 1, 3, 20, 22, 44, 46], "therefor": [1, 3, 21, 22, 25, 45, 46, 49], "explain": [1, 2, 3], "complex": [0, 1, 2, 3, 17, 19, 20, 21, 23, 24, 25, 26, 41, 43, 44, 45, 47, 48, 49, 50], "behaviour": [1, 3], "real": [1, 3], "world": [1, 3], "attempt": [1, 3], "analys": [0, 1, 2, 3], "analog": [1, 3], "around": [1, 3], "discret": [0, 1, 3], "step": [1, 3, 11, 35], "do": [0, 1, 2, 3, 4, 6, 11, 21, 24, 25, 27, 35, 45, 48, 49, 51], "so": [0, 1, 3, 4, 6, 21, 24, 26, 45, 48, 50], "compromis": [1, 3], "abil": [1, 3], "accur": [1, 3], "deriv": [1, 3, 25, 49], "each": [0, 1, 3, 6, 7, 9, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 33, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "seek": [1, 3], "best": [1, 3], "captur": [1, 3], "examin": [1, 3, 25, 49], "result": [0, 1, 3, 6, 9, 33], "approxim": [0, 1, 2, 3, 20, 22, 23, 24, 26, 28, 29, 44, 46, 47, 48, 50, 52, 53], "sampl": [0, 1, 2, 3, 4, 6, 9, 11, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 33, 35, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "multiscal": [0, 1, 2, 3, 4, 6, 20, 21, 22, 25, 29, 30, 44, 45, 46, 49, 53], "refin": [0, 1, 3, 23, 24, 25, 26, 28, 29, 47, 48, 49, 50, 52, 53], "composit": [0, 1, 3, 23, 24, 26, 28, 29, 47, 48, 50, 52, 53], "cross": [0, 1, 2, 3, 4, 6, 15, 23, 25, 26, 29, 30, 39, 47, 49, 50, 53], "statisitc": [1, 3], "becom": [1, 3, 17, 18, 23, 24, 41, 42, 47, 48], "difficult": [1, 3], "identifi": [0, 1, 3], "contrast": [1, 3], "compar": [1, 3, 9, 20, 22, 25, 26, 33, 44, 46, 49, 50], "overcom": [1, 3, 21, 45], "design": [1, 2, 3, 4, 30], "comprehens": [1, 3, 4, 6, 30], "set": [0, 1, 3, 9, 10, 12, 13, 19, 20, 21, 22, 23, 24, 27, 29, 33, 44, 45, 46, 47, 48, 51, 53], "simpl": [1, 3], "allow": [0, 1, 3], "augment": [1, 3], "paramet": [0, 1, 3, 10, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 34, 36, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53], "command": [1, 3, 4, 6, 30, 52, 53], "line": [1, 3, 4, 6, 20, 30], "enabl": [1, 3, 21, 45], "basic": [1, 3, 29, 53], "implement": [0, 1, 3, 25, 49], "eas": [0, 1, 3], "It": [1, 3, 20, 44], "import": [1, 3, 7, 8, 9, 10, 12, 13, 14, 16, 17, 18, 19, 21, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 49, 51, 52, 53], "clarifi": [1, 3], "herein": [1, 3], "guid": [1, 3, 4, 6, 20, 21, 22, 23, 25, 26, 27, 30, 44, 45, 46, 47, 49, 50, 51], "pdf": [1, 3, 4, 6, 27, 30], "booklet": [1, 3], "written": [1, 3, 52, 53], "effect": [1, 3], "find": [0, 1, 3, 6], "descript": [1, 3, 28, 52], "exampl": [0, 1, 3, 4, 5, 6, 21, 27, 28, 45, 51, 52], "refer": [1, 3, 4, 6, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50, 52], "section": [1, 2, 3, 6, 29, 52, 53], "access": [1, 3, 6, 20, 21, 22, 30, 44, 45, 46], "through": [1, 3, 21, 22, 25, 45, 46, 49], "browser": [1, 3, 6], "apach": [1, 3], "0": [1, 3, 7, 8, 9, 10, 11, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "free": [1, 3, 20, 44], "condit": [1, 3, 12, 15, 20, 22, 23, 24, 26, 28, 29, 36, 39, 44, 46, 47, 48, 50, 52, 53], "ani": [0, 1, 3, 6, 11, 23, 24, 26, 27, 28, 29, 30, 35, 47, 48, 50, 51, 52, 53], "output": [1, 3, 9, 10, 20, 22, 33, 34, 44, 46], "realiz": [1, 3], "softwar": [1, 3, 6], "2021": [1, 3, 20, 21, 22, 24, 25, 44, 45, 46, 48, 49], "www": [0, 1, 3, 27, 51], "xyz": [0, 1, 3, 27, 51], "copyright": [1, 3], "except": [0, 1, 3], "complianc": [1, 3], "obtain": [0, 1, 3, 9, 25, 33, 49], "copi": [1, 3], "http": [1, 3, 4, 5, 22, 24, 27, 46, 48], "org": [1, 3], "unless": [1, 3], "applic": [1, 2, 3, 20, 21, 23, 24, 25, 26, 44, 45, 47, 48, 49, 50], "agre": [1, 3], "write": [1, 3], "distribut": [1, 3, 7, 9, 16, 17, 18, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 33, 40, 41, 42, 44, 45, 46, 47, 48, 50, 51, 52, 53], "AS": [1, 3], "IS": [1, 3], "basi": [1, 3], "without": [0, 1, 2, 3, 6, 13, 21, 37, 45], "warranti": [1, 3], "OR": [1, 3], "OF": [1, 3], "kind": [1, 3], "either": [1, 3, 20, 25, 27, 44, 49, 51], "express": [1, 3, 21, 45], "impli": [1, 3], "specif": [0, 1, 3, 4, 6, 27, 51], "languag": [1, 3, 5], "govern": [1, 3], "permiss": [1, 3], "limit": [1, 3], "For": [1, 3, 4, 6, 20, 21, 22, 23, 25, 26, 27, 29, 44, 45, 46, 47, 49, 50, 51, 52, 53], "term": [1, 2, 3, 20, 25, 44, 49], "com": [1, 3, 4, 22, 24, 27, 46, 48], "mattwillflood": [1, 3, 4, 5, 22, 24, 27, 46, 48], "If": [1, 3, 20, 22, 23, 24, 25, 27, 44, 46, 47, 48, 49, 50, 51], "pleas": [1, 3], "gaug": [1, 3], "satisfact": [1, 3], "question": [1, 3], "hesit": [1, 3], "fix": [0, 1, 3, 23, 47], "need": [1, 3], "instal": [1, 3, 29], "thank": [0, 1, 3], "singl": [2, 11, 28, 35, 52], "neuron": 2, "spike": [2, 20, 25, 44, 49], "variabl": [2, 20, 22, 23, 24, 44, 46, 47, 48], "hippocampu": 2, "track": 2, "sensori": 2, "content": 2, "dure": 2, "memori": [0, 2, 21, 45], "format": 2, "human": [2, 23, 24, 47], "leonhard": 2, "waschk": 2, "fabian": 2, "kamp": 2, "evi": 2, "van": 2, "den": 2, "elzen": 2, "suresh": 2, "krishna": 2, "ulman": 2, "lindenberg": 2, "ueli": 2, "rutishaus": 2, "dougla": [2, 20, 22, 44, 46], "d": [2, 20, 23, 25, 44, 47, 49], "garrett": 2, "biorxiv": 2, "physiolog": [2, 20, 22, 23, 24, 26, 44, 46, 47, 48, 50], "cep": 2, "reson": 2, "breath": 2, "rate": [2, 20, 22, 44, 46], "assess": [2, 20, 21, 22, 27, 44, 45, 46, 51], "fractal": [2, 8, 21, 27, 29, 32, 45, 51, 53], "dimens": [0, 2, 7, 9, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 31, 33, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50], "heart": [2, 20, 22, 23, 24, 44, 46, 47, 48], "asymmetri": [2, 20, 44], "david": [2, 20, 44], "mayor": 2, "toni": 2, "steffert": 2, "georg": [2, 20, 23, 26, 44, 47, 50], "datseri": 2, "andrea": [2, 20, 25, 44, 49], "firth": 2, "deepak": 2, "pandai": 2, "harikala": 2, "kandel": 2, "duncan": 2, "bank": 2, "enhanc": 2, "classif": [2, 20, 44], "preterm": 2, "birth": 2, "wavelet": [2, 20, 44], "transform": [0, 2, 9, 15, 20, 21, 25, 33, 39, 44, 45, 49], "base": [0, 2, 6, 8, 10, 12, 13, 19, 21, 22, 23, 24, 25, 26, 29, 30, 32, 34, 36, 37, 43, 45, 46, 47, 48, 49, 50, 53], "electrohysterogram": 2, "h\u00e9ctor": 2, "romero": 2, "moral": 2, "jenni": 2, "noem\u00ed": 2, "mu\u00f1oz": 2, "mont": 2, "de": [2, 23, 24, 26, 47, 48, 50], "oca": 2, "rodrigo": 2, "mora": 2, "mart\u00ednez": 2, "yecid": 2, "mina": 2, "paz": 2, "jos\u00e9": [2, 23, 24, 47, 48], "rey": 2, "lago": 2, "frontier": [2, 23, 47], "endocrinolog": 2, "fine": [2, 20, 29, 44, 53], "gross": 2, "motor": [2, 20, 44], "task": [2, 28, 52], "fibromyalgia": 2, "patient": 2, "precis": 2, "retrospect": 2, "studi": 2, "nanci": 2, "anacleto": 2, "br\u00edgida": 2, "reposit\u00f3rio": 2, "cient\u00edfico": 2, "instituto": 2, "polit\u00e9cnico": 2, "santar\u00e9m": 2, "cerebr": 2, "oxygen": 2, "satur": 2, "pneumoperitoneum": 2, "trendelenburg": 2, "posit": [2, 20, 21, 22, 23, 24, 25, 26, 27, 44, 45, 46, 47, 48, 49, 50, 51], "cohort": 2, "xiaoxiao": 2, "wang": [2, 20, 22, 25, 44, 46, 49], "chang": [0, 2, 6, 20, 44], "liu": [2, 20, 44], "kai": 2, "zhang": [2, 20, 24, 25, 44, 48, 49], "yunliang": 2, "yao": 2, "yu": 2, "weidong": 2, "mi": 2, "hao": 2, "li": [2, 20, 25, 44, 49], "ag": 2, "clinic": [2, 20, 44], "experiment": 2, "chao": [2, 21, 45], "strength": [2, 22, 46], "taylor": 2, "sine": 2, "chaotic": [2, 20, 44], "map": [0, 2, 21, 45], "ioanni": 2, "kafetzi": 2, "lazaro": 2, "moysi": 2, "christo": 2, "volo": 2, "util": [0, 2], "intraop": 2, "nir": 2, "oximetri": 2, "data": [0, 2, 9, 10, 12, 13, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 33, 34, 36, 37, 39, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "diagnosi": [2, 20, 44], "postop": 2, "cognit": [2, 23, 47], "improv": [2, 20, 25, 44, 49], "ran": 2, "huo": [2, 20, 25, 44, 49], "wanzhong": 2, "yuan": 2, "huishu": 2, "tao": [2, 24, 48], "nan": [2, 12, 36], "electroencephalogram": 2, "toward": 2, "psychogen": 2, "non": 2, "epilept": 2, "seizur": 2, "chloe": 2, "hinchliff": 2, "mahinda": 2, "yogarajah": 2, "samia": 2, "elkommo": 2, "hongi": 2, "tang": 2, "daniel": 2, "abasolo": 2, "dimension": [2, 28, 52], "detect": [2, 20, 25, 44, 49], "radiograph": 2, "sign": 2, "tooth": 2, "resorpt": 2, "hypercementosi": 2, "equin": 2, "model": 2, "kamil": 2, "g\u00f3rski": 2, "marta": 2, "borowska": 2, "el\u017cbieta": 2, "stefanik": 2, "izabela": 2, "polkowska": 2, "bernard": 2, "turek": 2, "andrzej": 2, "bereznowski": 2, "ma\u0142gorzata": 2, "domino": 2, "infrar": 2, "thermographi": 2, "rider": 2, "hors": 2, "bodyweight": 2, "ratio": [2, 20], "horseback": 2, "ride": 2, "\u0142ukasz": 2, "zdrojkowski": 2, "tomasz": 2, "jasi\u0144ski": 2, "urszula": 2, "sikorska": 2, "micha\u0142": 2, "skibniewski": 2, "ma\u015bko": 2, "sensor": [2, 20, 25, 44, 49], "what": [0, 2, 29], "metric": [2, 20, 21, 22, 44, 45, 46], "tell": 2, "type": [0, 2, 4, 6, 20, 21, 23, 24, 25, 26, 27, 28, 30, 44, 47, 48, 49, 50, 51, 52], "fixat": 2, "video": 2, "view": [2, 10, 12], "k": [2, 8, 10, 12, 13, 19, 20, 23, 24, 26, 34, 36, 37, 43, 44, 47, 48, 50], "melnyk": 2, "l": [2, 20, 23, 24, 26, 44, 47, 48, 50], "friedman": 2, "o": 2, "komogortsev": 2, "texa": 2, "state": [2, 20, 22, 44, 46], "digit": 2, "librari": 2, "respons": 2, "travel": 2, "ionospher": 2, "disturb": 2, "across": [0, 2, 20, 23, 24, 25, 26, 44, 47, 48, 49, 50], "eastern": 2, "africa": 2, "sector": [2, 20, 44], "geomagnet": 2, "storm": 2, "neural": [2, 20, 23, 44, 47], "network": [2, 47], "i": [0, 2, 16, 20, 22, 23, 24, 25, 26, 29, 40, 44, 46, 47, 48, 49, 50, 52, 53], "A": [0, 2, 4, 6, 20, 21, 22, 23, 24, 25, 26, 30, 44, 45, 46, 47, 48, 49, 50], "oludehinwa": 2, "velichko": 2, "b": [2, 20, 22, 44, 46], "ogunsua": 2, "olusola": 2, "odeyemi": 2, "n": [2, 11, 16, 20, 22, 25, 26, 27, 29, 35, 40, 44, 46, 49, 50, 51, 53], "njah": 2, "t": [2, 9, 12, 20, 21, 22, 23, 24, 25, 33, 35, 36, 44, 45, 46, 47, 48, 49], "ologun": 2, "geophys": 2, "space": [2, 25, 26, 49, 50], "acoust": [2, 25, 49], "cavit": 2, "identif": 2, "propel": 2, "yang": [2, 20, 24, 44, 48], "lilin": 2, "cui": 2, "marin": 2, "scienc": [2, 20, 22, 44, 46], "deep": 2, "learn": [2, 4, 6], "umang": 2, "goenka": 2, "param": 2, "patil": 2, "kush": 2, "gosalia": 2, "aaryan": 2, "jagetia": 2, "arxiv": 2, "pressur": 2, "injuri": 2, "link": [2, 4, 6, 20, 30, 44], "abdomin": 2, "temperatur": 2, "nikhil": 2, "padhy": 2, "denis": 2, "rio": 2, "vaunett": 2, "fai": 2, "sandra": 2, "hanneman": 2, "23rd": 2, "intern": [2, 20, 21, 24, 25, 44, 45, 48, 49], "reus": 2, "iri": 2, "structur": 2, "empir": [2, 23, 47], "comparison": [2, 20, 21, 22, 44, 45, 46], "indic": [2, 20, 21, 22, 44, 45, 46], "neurokit2": 2, "dominiqu": 2, "makowski": 2, "shu": [2, 20, 44], "te": 2, "tam": 2, "pham": [2, 23, 47], "zen": 2, "juen": 2, "lau": 2, "h": [2, 20, 21, 22, 23, 24, 25, 44, 45, 46, 47, 48, 49], "annabel": 2, "chen": [2, 20, 44], "techniqu": 2, "nneten": 2, "short": [2, 20, 44], "noisi": [2, 20, 44], "hanif": 2, "heidari": 2, "andrei": 2, "registri": 4, "complet": [4, 6], "sever": [0, 4, 6, 29, 30], "depend": [4, 22, 30, 46], "alongsid": [4, 30], "alreadi": [4, 30, 53], "dsp": 4, "fftw": 4, "delimitedfil": 4, "random": [4, 7, 9, 22, 27, 29, 31, 33, 46, 51, 53], "plot": [4, 10, 19, 20, 23, 24, 26, 34, 43, 44, 47, 48, 50], "statsbas": 4, "statsfun": 4, "groupslic": 4, "combinator": 4, "cluster": 4, "linearalgebra": 4, "dierckx": [], "5": [4, 8, 10, 11, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 32, 34, 35, 38, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 53], "intend": [4, 6, 30], "wai": [4, 6, 23, 24, 30, 47, 48], "repl": 4, "should": [4, 6], "appear": 4, "vx": 4, "y": [0, 4, 10, 12, 13, 19, 20, 22, 27, 29, 34, 36, 37, 43, 44, 46, 51, 53], "pkg": 4, "x": [0, 4, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 49, 50, 51, 53], "your": [0, 4, 6, 21, 30, 45], "add": [4, 6], "note": [0, 4, 6, 14, 20, 22, 27, 38, 44, 46, 51], "case": [2, 4, 6, 23, 24, 25, 26, 47, 48, 49, 50], "sensit": [4, 20, 23, 24, 25, 26, 44, 47, 48, 49, 50], "altern": [4, 6, 25, 49], "modul": [4, 30, 52, 53], "procedur": [0, 4, 10, 16, 23, 26, 27, 34, 40, 47, 50, 51], "after": 4, "check": [0, 4, 6, 30], "correctli": [4, 6, 30], "load": 4, "greet": [4, 30], "___": [4, 6, 30], "_": [4, 5, 6, 30, 31, 38, 40, 42, 44], "_____": [4, 6, 30], "____": [4, 6, 30], "___________": [4, 6, 30], "__": [4, 6, 30], "_______": [4, 6, 30], "______": [4, 6, 30], "kei": [4, 6, 30], "make": [0, 4, 6, 30], "most": [0, 4, 6, 26, 30, 50], "easili": [4, 6], "name": [4, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 44, 45, 46, 47, 48, 49, 50, 52, 53], "sampen": [0, 4, 6, 7, 17, 20, 21, 22, 23, 24, 25, 26, 28, 30, 31, 41, 44, 45, 46, 47, 48, 49, 50, 52, 53], "xspecen": [4, 6, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "spectral": [4, 6, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "hxmsen": [4, 6, 19, 23, 24, 26, 28, 29, 43, 47, 48, 50, 52, 53], "hierarch": [4, 6, 23, 24, 28, 29, 47, 48, 52, 53], "detail": [4, 6, 29, 30], "api": [4, 6, 30], "io": [4, 5], "addit": [0, 6, 20, 22, 44, 46], "toolbox": [2, 6], "get": [6, 7, 20, 25, 31, 49], "full": [6, 20, 22, 25, 26, 29, 44, 46, 49, 50, 53], "process": [0, 2, 6, 20, 21, 25, 26, 28, 44, 45, 49, 50, 52], "machin": [2, 6], "howev": [0, 6, 21, 45], "2016a": 6, "2015a": 6, "2015b": 6, "recommend": [2, 6, 20, 29, 30, 44], "older": 6, "than": [6, 21, 29, 45], "2016": [6, 20, 21, 24, 25, 44, 45, 48, 49], "onli": [6, 19, 21, 29, 43, 45, 53], "done": 6, "caution": [6, 21, 45], "Ons": 6, "home": 6, "tab": 6, "click": 6, "search": 6, "bar": 6, "top": 6, "right": [6, 16, 40], "instruct": 6, "must": [6, 21, 45, 47, 48, 50], "log": [6, 11, 20, 21, 22, 25, 27, 35, 44, 45, 46, 49, 51], "mathwork": 6, "account": [6, 21, 45], "go": 6, "folder": [6, 30], "mltbx": 6, "directori": [6, 30], "save": [6, 30], "doubl": 6, "enter": [6, 20, 22, 25, 30, 44, 45, 46, 49], "logo": [6, 27, 29, 51, 53], "displai": 6, "supplement": 6, "custom": [6, 29], "relev": 6, "doc": [0, 6], "functionnam": [6, 30], "simpli": [6, 30], "docstr": [6, 30], "window": [0, 6, 20, 27, 28, 29, 30, 44, 51, 52, 53], "e": [0, 2, 6, 20, 21, 22, 23, 24, 25, 26, 29, 30, 44, 45, 46, 47, 48, 49, 50, 52, 53], "g": [2, 6, 10, 12, 13, 19, 20, 21, 23, 24, 25, 26, 30, 34, 36, 37, 43, 44, 45, 47, 48, 49, 50], "also": [0, 6, 20, 21, 22, 23, 24, 25, 26, 27, 44, 45, 46, 47, 48, 49, 50, 51], "subsect": [6, 30], "outlin": [0, 6, 25, 29, 30, 49, 53], "normal": [2, 7, 9, 10, 13, 16, 19, 21, 25, 27, 29, 31, 33, 34, 37, 40, 43, 45, 49, 51, 53], "mean": [7, 20, 23, 24, 25, 27, 29, 31, 44, 47, 48, 49, 51, 53], "sd": [7, 20, 21, 23, 24, 26, 27, 29, 31, 44, 45, 47, 48, 50, 51, 53], "embed": [0, 7, 9, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 31, 33, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50], "m": [0, 2, 7, 8, 9, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 30, 31, 32, 33, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 49, 50, 51], "4": [7, 9, 11, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 31, 33, 35, 40, 41, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53], "exampledata": [7, 8, 9, 10, 12, 13, 14, 16, 17, 18, 19, 27, 28, 31, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43, 51, 52], "gaussian": [0, 7, 20, 21, 22, 25, 27, 29, 31, 44, 45, 46, 49, 51, 53], "samp": [7, 20, 31, 44], "1x5": 7, "1789": [7, 31], "1757": [7, 31], "1819": [7, 31], "2209": [7, 31], "1756": [7, 31], "select": [2, 7, 14, 20, 21, 22, 23, 24, 25, 31, 38, 44, 45, 46, 47, 48, 49], "last": [7, 19, 31, 43], "valu": [0, 7, 9, 10, 11, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31, 33, 34, 35, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51], "end": 7, "delai": [7, 8, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 31, 32, 36, 37, 38, 39, 42, 43, 44, 45, 46, 47, 48, 49, 50], "tau": [7, 8, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 25, 31, 32, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 49], "phi1": [7, 21, 31, 45], "phi2": [7, 21, 31, 45], "1833": [7, 31], "1880": [7, 31], "1892": [7, 31], "1441": [7, 31], "imag": [2, 8, 21, 27, 29, 32, 45, 51, 53], "mandelbrot": [8, 27, 29, 32, 51, 53], "matrix": [8, 11, 25, 26, 27, 28, 29, 32, 35, 49, 50, 51, 52, 53], "mandelbrot_mat": [8, 27, 29, 32, 51, 53], "figur": [8, 10, 12, 13, 19, 34, 36, 37, 43], "color": [8, 10, 12, 13, 19], "imshow": [8, 32], "initialmagnif": 8, "500": 8, "colormap": 8, "hot": [8, 32], "trit": [8, 32], "logarithm": [8, 12, 13, 19, 20, 21, 22, 23, 24, 25, 26, 32, 36, 37, 43, 44, 45, 46, 47, 48, 49, 50], "3": [8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 32, 33, 35, 36, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 53], "templat": [8, 21, 22, 32, 45, 46], "size": [8, 21, 27, 29, 32, 45, 51, 53], "8": [8, 9, 11, 14, 16, 17, 20, 21, 23, 24, 25, 26, 27, 29, 32, 33, 35, 38, 40, 41, 44, 45, 47, 48, 49, 50, 51, 53], "linear": [2, 8, 20, 21, 22, 25, 32, 44, 45, 46, 49], "distanc": [0, 8, 18, 20, 21, 22, 25, 32, 42, 44, 45, 46, 49], "linearli": [8, 32], "normalis": [8, 12, 17, 20, 21, 22, 25, 32, 36, 41, 44, 45, 46, 49], "f": [2, 8, 20, 32, 44], "exp": [8, 32, 44, 45, 46, 49], "frac": [8, 16, 32, 40], "x_": [8, 32], "min": [8, 20, 32, 44], "max": [8, 9, 20, 22, 25, 32, 33, 44, 46, 49], "fe2d": [8, 32], "fuzzen2d": [0, 8, 20, 21, 22, 25, 28, 29, 32, 44, 45, 46, 49, 52, 53], "fx": [8, 10, 15, 20, 21, 22, 25, 32, 34, 39, 44, 45, 46, 49], "r": [2, 8, 9, 10, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 32, 33, 34, 36, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49], "logx": [8, 12, 13, 19, 20, 21, 22, 25, 32, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 49], "0016": 8, "z": [10, 12, 20, 21, 22, 25, 27, 29, 34, 36, 44, 45, 46, 49, 51, 53], "compon": [0, 10, 12, 13, 19, 27, 29, 34, 36, 37, 43, 51, 53], "lorenz": [10, 12, 27, 29, 34, 36, 51, 53], "equat": [10, 12, 13, 19, 34, 36, 37, 43], "plot3": [10, 12], "xlabel": [10, 12, 13, 19], "ylabel": [10, 12, 13, 19], "zlabel": [10, 12], "gca": [10, 12, 13, 19], "axi": [10, 12, 13, 19, 20, 34, 36, 37, 43, 44], "squar": [10, 12, 13, 19], "dit": [12, 36], "alpha": [12, 20, 27, 29, 36, 44, 51, 53], "234": [12, 36], "return": [9, 12, 13, 14, 19, 20, 21, 22, 23, 24, 25, 26, 27, 33, 36, 37, 38, 43, 44, 45, 46, 47, 48, 49, 50, 51], "pnorm": [12, 20, 36, 44], "possibl": [0, 12, 20, 21, 24, 25, 26, 36, 44, 45, 48, 49, 50], "cpe": [12, 20, 36, 44], "perm": [12, 20, 36, 44, 46], "permen": [0, 12, 20, 21, 22, 23, 24, 25, 26, 28, 36, 44, 46, 47, 48, 49, 50, 52], "typex": [12, 20, 21, 25, 36, 44, 45, 49], "finegrain": [12, 20, 36, 44], "tpx": [12, 20, 25, 36, 44, 49], "norm": [9, 10, 12, 13, 16, 19, 20, 21, 22, 25, 33, 34, 36, 37, 39, 40, 43, 44, 45, 46, 49], "fals": [12, 13, 20, 21, 22, 23, 24, 25, 26, 36, 37, 39, 40, 43, 44, 45, 46, 47, 48, 49, 50], "8687": [12, 36], "9468": [12, 36], "4734": [12, 36], "0781": [12, 36], "henon": [13, 19, 27, 29, 37, 43, 51, 53], "bit": [13, 37], "7": [9, 13, 20, 21, 22, 23, 24, 25, 26, 29, 33, 37, 44, 45, 46, 47, 48, 49, 50, 53], "angular": [13, 20, 25, 37, 44, 49], "order": [13, 17, 22, 23, 24, 37, 41, 44, 46, 47, 48], "pha": [13, 20, 37, 44], "phasen": [13, 20, 23, 24, 26, 28, 37, 44, 47, 48, 50, 52], "plotx": [10, 13, 19, 20, 23, 24, 26, 34, 37, 43, 44, 47, 48, 50], "true": [0, 9, 10, 13, 16, 19, 20, 21, 22, 23, 24, 25, 26, 29, 33, 34, 37, 40, 43, 44, 45, 46, 47, 48, 49, 50, 53], "0193": 13, "8395": [13, 37], "pseudorandom": [14, 16, 17, 18, 27, 29, 38, 40, 41, 42, 51, 53], "integ": [9, 11, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 33, 35, 38, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 53], "sturg": [14, 20, 21, 22, 38, 44, 45, 46], "randintegers2": [14, 18, 27, 29, 38, 42, 51, 53], "xdist": [14, 22, 38, 46], "xdisten": [14, 20, 21, 22, 23, 24, 26, 28, 38, 44, 45, 46, 47, 48, 50, 52], "17": [14, 20, 23, 24, 25, 38, 44, 47, 49], "25": [11, 14, 17, 35, 38, 41], "were": [0, 14, 19, 38, 43], "empti": [14, 38], "5248": [14, 38], "rice": [14, 20, 21, 22, 38, 44, 45, 46], "determin": [14, 38], "histogram": [14, 20, 21, 22, 38, 44, 45, 46], "ppi": [14, 20, 22, 38, 44, 46], "407": [14, 38], "415": [14, 38], "2802": [14, 38], "0000": [14, 38], "0047": [14, 38], "0368": [14, 38], "1096": [14, 38], "1978": [14, 38], "2558": [14, 38], "2421": [14, 38], "1531": [14, 38], "creat": [10, 11, 15, 16, 17, 18, 19, 21, 23, 24, 26, 34, 35, 39, 40, 41, 42, 43, 45, 47, 48, 50], "mobj": [10, 15, 16, 17, 18, 19, 23, 24, 26, 34, 39, 40, 41, 42, 43, 47, 48, 50], "fuzzi": [0, 15, 20, 21, 22, 23, 24, 25, 26, 28, 29, 39, 44, 45, 46, 47, 48, 49, 50, 52, 53], "sigmoid": [15, 20, 21, 22, 25, 39, 44, 45, 46, 49], "scale": [10, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 34, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53], "fuzzen": [0, 15, 20, 21, 22, 23, 24, 25, 26, 28, 39, 44, 45, 46, 47, 48, 49, 50, 52], "struct": [11, 15, 16, 17, 18], "field": [0, 11, 15, 16, 17, 18], "func": [15, 16, 17, 18, 39, 40, 41, 42, 43], "2000": [11, 15, 20, 22, 35, 44, 46], "6": [9, 15, 17, 20, 21, 22, 23, 24, 25, 26, 29, 30, 33, 39, 41, 43, 44, 45, 46, 47, 48, 49, 50, 53], "symbol": [0, 9, 15, 19, 20, 21, 22, 23, 24, 25, 26, 28, 33, 39, 43, 44, 45, 46, 47, 48, 49, 50, 52], "xconden": [0, 15, 19, 20, 22, 23, 24, 26, 28, 39, 43, 44, 46, 47, 48, 50, 52], "c": [2, 9, 15, 19, 20, 21, 22, 23, 24, 25, 26, 33, 34, 36, 39, 43, 44, 45, 46, 47, 48, 49, 50], "uniformli": [9, 16, 17, 18, 27, 29, 33, 40, 41, 42, 51, 53], "object": [10, 16, 17, 18, 19, 23, 24, 26, 29, 34, 40, 41, 42, 43, 47, 48, 50, 53], "entyp": [10, 16, 17, 18, 19, 23, 24, 26, 34, 40, 41, 42, 43, 47, 48, 50], "incren": [16, 20, 23, 24, 26, 28, 40, 44, 47, 48, 50, 52], "resolut": [0, 16, 20, 22, 40, 44, 46], "randinteg": [9, 16, 17, 27, 29, 33, 40, 41, 51, 53], "msobject": [10, 16, 17, 18, 19, 23, 24, 26, 29, 34, 40, 41, 42, 43, 47, 48, 50, 53], "tempor": [16, 17, 18, 19, 20, 23, 24, 26, 40, 41, 42, 43, 44, 47, 48, 50], "modifi": [0, 16, 20, 23, 24, 25, 26, 40, 44, 47, 48, 49, 50], "grain": [0, 10, 16, 20, 23, 24, 26, 27, 29, 34, 40, 44, 47, 48, 50, 51, 53], "y_j": [16, 40], "sum_": [16, 40], "left": [16, 40], "j": [2, 16, 20, 22, 25, 40, 44, 46, 49], "_i": [16, 40], "msx": [10, 16, 17, 18, 19, 23, 24, 26, 34, 40, 41, 42, 43, 47, 48, 50], "msen": [0, 16, 20, 21, 22, 23, 24, 25, 26, 28, 40, 44, 45, 46, 47, 48, 49, 50, 52], "methodx": [9, 16, 20, 23, 24, 25, 26, 33, 40, 44, 47, 48, 49, 50], "2719": [16, 40], "3059": [16, 40], "2863": [16, 40], "2494": [16, 40], "2773": [11, 16, 35, 40], "radiu": [0, 17, 18, 20, 21, 22, 23, 24, 25, 26, 41, 42, 44, 45, 46, 47, 48, 49, 50], "threshold": [0, 17, 18, 20, 21, 22, 23, 24, 25, 41, 42, 44, 45, 46, 47, 48, 49], "2500": 17, "index": [17, 19, 23, 24, 26, 41, 43, 47, 48, 50], "ci": [10, 17, 19, 20, 22, 23, 24, 26, 34, 41, 43, 44, 46, 47, 48, 50], "3rd": [17, 41], "butterworth": [17, 23, 24, 41, 47, 48], "filter": [17, 23, 24, 41, 47, 48], "frequenc": [17, 20, 22, 23, 24, 41, 44, 46, 47, 48], "median": [17, 20, 23, 24, 25, 41, 44, 47, 48, 49], "absolut": [17, 23, 24, 41, 47, 48], "deviat": [0, 10, 17, 23, 24, 25, 26, 34, 41, 47, 48, 49, 50], "rmsen": [17, 23, 24, 26, 28, 41, 47, 48, 50, 52], "f_order": [17, 23, 24, 41, 47, 48], "f_num": [17, 23, 24, 41, 47, 48], "radnew": [17, 18, 23, 24, 41, 42, 47, 48], "5280": [17, 41], "5734": [17, 41], "5939": 17, "5908": [17, 41], "5563": 17, "8424": 17, "xapen": [0, 18, 20, 22, 23, 24, 26, 28, 42, 44, 46, 47, 48, 50, 52], "5000": [18, 27, 29, 51, 53], "comsposit": [18, 42], "varianc": [0, 10, 18, 20, 22, 23, 24, 25, 34, 42, 44, 46, 47, 48, 49], "cxmsen": [18, 23, 24, 26, 28, 42, 47, 48, 50, 52], "0893": 18, "4746": [18, 42], "2932": [18, 42], "12": [19, 20, 23, 25, 29, 43, 44, 47, 49, 53], "averag": [19, 20, 22, 23, 24, 25, 43, 44, 46, 47, 48, 49], "sn": [19, 23, 24, 43, 47, 48], "curv": [19, 20, 21, 22, 23, 24, 25, 26, 43, 44, 45, 46, 47, 48, 49, 50], "tree": [19, 23, 24, 43, 47, 48], "node": [19, 23, 24, 43, 47, 48], "4096": [9, 19, 27, 29, 33, 43, 51, 53], "decomposit": [2, 19, 23, 24, 43, 47, 48], "404": [19, 20, 43, 44], "sequenc": [0, 9, 11, 19, 20, 21, 22, 23, 24, 25, 26, 27, 33, 35, 43, 44, 45, 46, 47, 48, 49, 50, 51], "ignor": [19, 43], "5159": [19, 43], "6245": [19, 43], "5634": [19, 43], "7022": [19, 43], "6533": [19, 43], "5853": [19, 43], "7956": [19, 43], "8447": [19, 43], "7605": [19, 43], "8415": [19, 43], "8115": [19, 43], "5128": [19, 43], "6862": [19, 43], "8679": [19, 43], "8287": [19, 43], "5940": [19, 41, 43], "6841": [19, 43], "7692": [19, 43], "5632": [19, 43], "form": [20, 22, 25, 30, 44, 46, 49], "apen": [0, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "sig": [20, 22, 23, 24, 26, 39, 40, 41, 42, 43, 44, 46, 47, 48, 50], "varargin": [20, 21, 22, 23, 24, 25, 26, 27], "ap": [20, 44], "phi": [0, 20, 22, 44, 46], "match": [0, 20, 21, 22, 25, 44, 45, 46, 49], "vector": [0, 9, 11, 20, 21, 22, 23, 24, 25, 26, 27, 29, 33, 35, 44, 45, 46, 47, 48, 49, 50, 51, 53], "default": [0, 10, 20, 21, 22, 23, 24, 25, 26, 27, 29, 34, 39, 44, 45, 46, 47, 48, 49, 50, 51, 53], "natur": [20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "pair": [20, 21, 22, 23, 24, 25, 26, 27, 44, 46], "argument": [20, 21, 22, 23, 24, 25, 26, 27, 29, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53], "scalar": [20, 21, 22, 23, 24, 25, 44, 45, 46, 47, 48, 49], "conden": [20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "dispen": [0, 20, 21, 23, 24, 25, 26, 28, 44, 45, 47, 48, 49, 50, 52], "steven": [20, 22, 44, 46], "pincu": [20, 22, 44, 46], "proceed": [20, 22, 44, 46], "nation": [20, 22, 44, 46], "academi": [2, 20, 22, 44, 46], "88": [20, 25, 27, 44, 49, 51], "1991": [20, 44], "2297": [20, 44], "2301": [20, 44], "attnen": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "attn": [20, 44], "sub": [20, 21, 23, 24, 44, 45, 47, 48], "hxx": [20, 44], "hxn": [20, 44], "hnn": [20, 44], "hnx": [20, 44], "local": [20, 44], "maxima": [20, 44], "interv": [20, 44], "minima": [20, 44], "between": [0, 20, 21, 23, 27, 28, 44, 45, 47, 51, 52], "subsequ": [0, 20, 27, 44, 51], "specen": [20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "jiawei": [20, 44], "et": [0, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "al": [0, 20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "interbeat": [20, 44], "transact": [2, 20, 23, 24, 44, 47, 48], "affect": [2, 20, 44], "comput": [0, 2, 10, 20, 21, 22, 23, 24, 25, 26, 34, 44, 45, 46, 47, 48, 49, 50], "2020": [20, 24, 44, 48], "bubben": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "bubbl": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "bubb": [20, 44], "renyi": 20, "aktaruzzaman": [20, 44], "roberto": [20, 44], "sassi": [20, 44], "almost": [20, 44], "64": [20, 23, 44, 47], "2017": [10, 20, 21, 23, 25, 26, 34, 44, 45, 47, 48, 49, 50], "2711": [20, 44], "2718": [20, 44], "cond": [20, 44], "sew": [20, 22, 44, 46], "sez": [20, 22, 44, 46], "correspond": [20, 21, 22, 25, 27, 44, 45, 46, 49, 51], "shannon": [20, 21, 22, 44, 45, 46], "boolean": [20, 21, 22, 25, 44, 45, 46, 49], "disten": [20, 21, 22, 23, 24, 26, 28, 44, 45, 46, 47, 48, 50, 52], "xpermen": [0, 20, 22, 23, 24, 25, 26, 28, 44, 46, 47, 48, 49, 50, 52], "alberto": [2, 20, 22, 23, 25, 26, 44, 46, 49, 50], "porta": [20, 22, 44, 46], "regular": [20, 44], "sympathet": [20, 44], "outflow": [20, 44], "biolog": [10, 20, 22, 23, 24, 25, 26, 34, 44, 46, 47, 48, 49, 50], "cybernet": [20, 22, 44, 46], "78": [11, 20, 35, 44], "1998": [20, 44], "71": [11, 20, 23, 26, 35, 44, 47, 50], "cosien": [20, 23, 24, 25, 26, 28, 44, 47, 48, 49, 50, 52], "cosin": [0, 20, 23, 24, 25, 26, 28, 44, 47, 48, 49, 50, 52], "similar": [0, 20, 21, 23, 24, 25, 26, 28, 44, 45, 47, 48, 49, 50, 52], "cosi": [20, 44], "bm": [20, 25, 44, 49], "global": [20, 25, 44, 49], "zero": [20, 25, 49], "slopen": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "griden": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "hmsen": [20, 23, 24, 26, 28, 29, 44, 47, 48, 50, 52, 53], "theerasak": [20, 25, 44, 49], "chanwimalueang": [20, 25, 44, 49], "danilo": [20, 25, 26, 44, 49, 50], "mandic": [20, 25, 26, 44, 49, 50], "self": [20, 25, 44, 49], "correl": [20, 22, 25, 44, 46, 49], "19": [20, 23, 25, 26, 44, 47, 49, 50], "652": [20, 25, 44, 49], "dist": [20, 44], "bin": [20, 21, 22, 44, 45, 46], "string": [20, 21, 22, 25, 27, 29, 44, 45, 46, 47, 48, 49, 50, 51, 53], "sqrt": [20, 21, 22, 44, 45, 46], "doan": [20, 21, 22, 44, 45, 46], "disten2d": [20, 21, 22, 28, 29, 44, 45, 46, 52, 53], "k2en": [0, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "peng": [20, 23, 24, 26, 44, 47, 48, 50], "heartbeat": [20, 23, 24, 25, 44, 47, 49], "medic": [10, 20, 23, 25, 26, 34, 44, 49, 50], "53": [20, 44], "2015": [20, 22, 23, 24, 44, 46, 47, 48], "77": [11, 20, 35, 44], "87": [20, 25, 44, 49], "dispers": [0, 20, 21, 23, 24, 25, 26, 28, 29, 44, 45, 47, 48, 49, 50, 52, 53], "dispx": [20, 44], "rde": [9, 10, 20, 21, 25, 33, 34, 44, 45, 49], "revers": [9, 20, 21, 25, 33, 44, 45, 49], "cumul": [20, 21, 25, 44, 45, 49], "densiti": [20, 21, 25, 44, 45, 49], "ncdf": [20, 21, 25, 44, 45, 49], "kmean": [20, 21, 25, 44, 45, 49], "finesort": [20, 44], "equal": [0, 20, 21, 25, 44, 45, 49], "fluct": [20, 44], "when": [10, 20, 21, 22, 23, 24, 26, 28, 34, 44, 45, 46, 47, 48, 49, 50, 52], "fluctuat": [20, 25, 44, 49], "pattern": [9, 20, 21, 22, 25, 33, 44, 45, 46, 49], "2c": [20, 44], "rho": [20, 27, 29, 44, 51, 53], "tune": [20, 25, 44, 49], "sydyen": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "mostafa": [2, 20, 25, 44, 49], "rostaghi": [2, 20, 25, 44, 49], "hame": [2, 20, 21, 22, 23, 25, 44, 45, 46, 47, 48, 49], "azami": [2, 10, 20, 21, 22, 23, 25, 26, 34, 44, 45, 46, 47, 48, 49, 50], "letter": [20, 21, 23, 24, 25, 26, 44, 45, 47, 48, 49, 50], "23": [20, 21, 25, 44, 45, 49], "610": [20, 25, 44, 49], "614": [20, 25, 44, 49], "20": [11, 20, 21, 23, 25, 26, 27, 29, 35, 44, 45, 47, 48, 49, 50, 51, 53], "2018": [20, 21, 22, 23, 25, 44, 45, 46, 47, 49], "210": [20, 25, 44, 49], "yux": [20, 25, 44, 49], "xiang": [20, 25, 44, 49], "gao": [20, 23, 25, 44, 47, 49], "long": [20, 25, 44, 49], "2019": [20, 21, 22, 24, 25, 44, 45, 46, 48, 49], "5203": [20, 25, 44, 49], "wenlong": [20, 44], "fu": [20, 44], "fault": [2, 20, 44], "roll": [20, 44], "bear": [20, 44], "sort": [20, 44], "svm": [2, 20, 44], "optim": [2, 20, 23, 24, 44, 47, 48], "mutat": [20, 44], "sca": [20, 44], "pso": [20, 44], "21": [20, 25, 44, 49], "eoe": [20, 44], "aven": [20, 44], "s2": [20, 23, 24, 44, 47, 48], "level": [20, 44], "length": [0, 11, 20, 22, 25, 29, 35, 44, 46, 49, 53], "xrang": [20, 44], "element": [0, 20, 21, 22, 23, 24, 25, 27, 44, 45, 46, 47, 48, 49, 51], "franci": [20, 44], "hsu": [20, 44], "550": [20, 44], "fuzz": [20, 44], "ps1": [20, 22, 44, 46], "ps2": [20, 22, 44, 46], "modsampen": [20, 21, 22, 25, 44, 45, 46, 49], "gudermannian": [20, 21, 22, 25, 44, 45, 46, 49], "defin": [20, 21, 22, 25, 44, 45, 46, 49], "divisor": [20, 21, 22, 25, 44, 45, 46, 49], "exponenti": [20, 21, 22, 25, 44, 45, 46, 49], "subtract": [20, 21, 22, 25, 44, 45, 46, 49], "pre": [20, 21, 22, 25, 44, 45, 46, 49], "divis": [20, 21, 22, 25, 44, 45, 46, 49], "expon": [20, 21, 22, 25, 44, 45, 46, 49], "whose": [20, 21, 22, 25, 44, 45, 46, 49], "numer": [20, 21, 22, 23, 24, 25, 44, 45, 46, 47, 48, 49], "gd": [20, 21, 22, 25, 44, 45, 46, 49], "atan": [20, 21, 22, 25, 44, 45, 46, 49], "tanh": [20, 21, 22, 25, 44, 45, 46, 49], "maximum": [20, 21, 22, 25, 29, 44, 45, 46, 49, 53], "minimuum": [20, 21, 22, 44, 45, 46], "further": [0, 20, 22, 23, 25, 26, 27, 44, 46, 47, 49, 50, 51], "xfuzzen": [0, 20, 21, 22, 23, 24, 25, 26, 28, 44, 45, 46, 47, 48, 49, 50, 52], "weit": [20, 44], "character": [2, 20, 44], "surfac": [2, 20, 44], "emg": [20, 25, 44, 49], "rehabilit": [20, 44], "2007": [20, 44], "266": [20, 44], "272": [20, 44], "hong": [20, 22, 44, 46], "bo": [20, 22, 44, 46], "xie": [20, 22, 44, 46], "wei": [20, 44], "xing": [20, 44], "he": [20, 44], "hui": [20, 44], "372": [11, 20, 35, 44], "48": [20, 44], "2008": [20, 44], "7140": [20, 44], "7146": [20, 44], "grid": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "gde": [20, 44], "gdr": [20, 44], "coars": [0, 20, 23, 24, 26, 44, 47, 48, 50], "pix": [20, 44], "gix": [20, 44], "six": [20, 44], "aix": [20, 44], "percentag": [20, 21, 45], "point": [20, 21, 22, 25, 29, 44, 45, 46, 49, 53], "below": [20, 25, 29, 49, 53], "ident": 20, "proport": 20, "abov": [9, 20, 23, 24, 26, 33, 44, 47, 48, 50], "phase": [0, 20, 23, 24, 25, 26, 28, 29, 44, 47, 48, 49, 50, 52, 53], "angl": [20, 25, 49], "area": [20, 44], "poicar": 20, "bivari": [20, 22, 44, 46], "yan": [20, 24, 44, 48], "descriptor": [20, 44], "poincar": 20, "analyz": [20, 21, 24, 44, 45, 48], "109": [20, 44], "280": [20, 44], "289": [20, 24, 44, 48], "onlin": [20, 44], "14": [11, 20, 35, 44], "period": [20, 23, 24, 44, 47, 48], "autonom": [2, 20, 44], "regul": [20, 44], "american": [20, 22, 44, 46], "regulatori": [20, 22, 44, 46], "295": [20, 44], "r550": [20, 44], "r557": [20, 44], "karmakar": [20, 44], "khandok": [20, 44], "palaniswami": [20, 44], "36": [20, 44], "303": [11, 20, 35, 44], "increment": [20, 23, 24, 26, 28, 29, 44, 47, 48, 50, 52, 53], "incr": [20, 44], "xiaofeng": [20, 25, 44, 49], "18": [20, 44], "22": [20, 24, 44, 48], "jiang": [20, 23, 24, 44, 47, 48], "xu": [20, 23, 24, 44, 47, 48], "xue": [20, 44], "133": [20, 44], "appropri": [20, 44], "electrophysiolog": [20, 44], "95": [20, 27, 44, 51], "13": [20, 29, 44, 53], "kolmogorov": [20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "k2": [20, 22, 44], "xk2en": [0, 20, 22, 23, 24, 26, 28, 44, 46, 47, 48, 50, 52], "peter": [2, 20, 44], "grassberg": [20, 44], "itamar": [20, 44], "procaccia": [20, 44], "review": [2, 20, 23, 24, 25, 26, 44, 47, 48, 49, 50], "28": [20, 27, 29, 44, 51, 53], "1983": [20, 44], "2591": [20, 44], "lin": [20, 22, 44, 46], "jue": [20, 44], "longwei": [20, 44], "event": [20, 44], "relat": [0, 20, 28, 44, 52], "desynchron": [20, 44], "synchron": [20, 44], "eeg": [2, 20, 44], "eng": [20, 44, 47, 48], "2013": [20, 23, 24, 25, 26, 44, 47, 48, 49, 50], "jun": [20, 44], "03602": [20, 44], "permuat": [20, 22, 44, 46], "standard": [0, 10, 20, 23, 24, 25, 26, 34, 44, 47, 48, 49, 50], "recommened": [20, 44], "5m": [20, 44], "amigo": [20, 44], "europhi": [20, 44], "lett": [20, 44], "83": [20, 44], "60005": [20, 44], "list": [0, 20, 44], "oper": [20, 25, 49], "undefin": [20, 22, 44, 46], "uniqu": [9, 20, 33, 44], "variat": [0, 20, 25, 44, 49], "ampawar": [20, 25, 44, 49], "weight": [0, 20, 25, 44, 49], "edg": [0, 20, 22, 25, 44, 46, 49], "associ": [20, 25, 44, 49], "variant": [0, 20, 23, 25, 44, 47, 49], "xmsen": [0, 20, 21, 22, 23, 24, 26, 28, 44, 45, 46, 47, 48, 50, 52], "christoph": [2, 20, 25, 44, 49], "bandt": [20, 25, 44, 49], "pomp": [20, 25, 44, 49], "2002": [11, 20, 22, 23, 24, 25, 26, 35, 44, 46, 47, 48, 49, 50], "174102": [20, 25, 44, 49], "xiao": [20, 25, 44, 49], "feng": [20, 24, 44, 48], "yue": [20, 44], "chines": [20, 44], "2009": [20, 23, 24, 44, 47, 48], "2690": [20, 44], "chunhua": [20, 25, 44, 49], "bian": [20, 25, 44, 49], "85": [20, 25, 44, 49], "2012": [20, 21, 25, 44, 45, 49], "021906": [20, 23, 25, 26, 44, 47, 49, 50], "bilal": [2, 20, 25, 44, 49], "fadlallah": [20, 25, 44, 49], "incorpor": [0, 20, 25, 28, 44, 49, 52], "022911": [20, 25, 44, 49], "awar": [0, 20, 25, 44, 49], "illustr": [20, 25, 44, 49], "segment": [0, 11, 20, 25, 28, 35, 44, 49, 52], "program": [2, 20, 25, 44, 49], "128": [11, 20, 21, 25, 29, 35, 44, 45, 49, 53], "40": [20, 25, 44, 49], "51": [20, 25, 44, 49], "zhiqiang": [20, 25, 44, 49], "45th": [20, 25, 44, 49], "annual": [20, 21, 24, 25, 44, 45, 48, 49], "industri": [20, 25, 44, 49], "electron": [20, 25, 44, 49], "soc": [20, 25, 44, 49], "5998": [20, 25, 44, 49], "6003": [20, 25, 44, 49], "zhe": [20, 44], "1403829": [20, 44], "maik": [20, 25, 44, 49], "riedl": [20, 25, 44, 49], "m\u00fcller": [20, 25, 44, 49], "niel": [20, 25, 44, 49], "wessel": [20, 25, 44, 49], "practic": [20, 25, 44, 49], "consider": [20, 25, 44, 49], "european": [20, 25, 44, 49], "special": [20, 25, 44, 49], "topic": [20, 25, 44, 49], "222": [11, 20, 25, 35, 44, 49], "249": [20, 25, 44, 49], "262": [20, 25, 44, 49], "begin": [20, 44], "along": [20, 44], "somewhat": [20, 44], "arbitrari": [20, 44], "even": [20, 25, 26, 44, 49, 50], "prefer": [20, 44], "multipl": [0, 2, 20, 44], "sake": [20, 44], "symmetri": [20, 44], "poincar\u00e9": [20, 44], "ashish": [20, 44], "rohila": [20, 44], "ambalika": [20, 44], "sharma": [20, 44], "105006": [20, 44], "xsampen": [0, 20, 21, 22, 23, 24, 25, 26, 28, 44, 45, 46, 47, 48, 49, 50, 52], "sampen2d": [20, 21, 22, 25, 28, 29, 44, 45, 46, 49, 52, 53], "joshua": [20, 22, 44, 46], "richman": [20, 22, 44, 46], "randal": [20, 22, 44, 46], "moorman": [20, 22, 44, 46], "circulatori": [20, 22, 44, 46], "slope": [20, 21, 22, 23, 24, 25, 26, 28, 44, 45, 46, 47, 48, 49, 50, 52], "slop": [20, 44], "45": [20, 24, 44, 48], "lvl": [20, 44], "thresold": [20, 44], "monoton": [20, 44], "increas": [0, 20, 35, 44], "90": [20, 44], "cuesta": [20, 44], "frau": [20, 44], "both": [0, 20, 44], "1167": [20, 44], "spec": [20, 44], "banden": [20, 22, 44, 46], "spectrum": [20, 22, 44, 46], "within": [20, 22, 44, 46], "band": [20, 22, 44, 46], "fft": [20, 22, 44, 46], "freq": [20, 22, 44, 46], "nyquist": [20, 22, 44, 46], "fs": [20, 22, 44, 46], "periodogram": [20, 22, 46], "powel": [20, 44], "perciv": [20, 44], "distinguish": [20, 44], "irregular": [20, 21, 22, 44, 45, 46], "motion": [20, 44], "hamiltonian": [20, 44], "gener": [0, 20, 21, 22, 23, 24, 25, 26, 29, 44, 45, 46, 47, 48, 49, 50, 53], "1979": [20, 44], "2053": [20, 44], "tsuyoshi": [20, 44], "inouy": [20, 44], "power": [0, 20, 44], "electroencephalographi": [2, 20, 44], "neurophysiolog": [20, 44], "79": [11, 20, 22, 35, 44, 46], "204": [20, 44], "sydi": [20, 44], "zt": [20, 44], "mep": [20, 44], "uniform": [20, 27, 29, 44, 51, 53], "yongbo": [20, 44], "scheme": [20, 44], "planetari": [20, 44], "gearbox": [20, 44], "multi": [20, 44], "mrmr": [20, 44], "featur": [0, 2, 20, 44], "mechan": [20, 23, 25, 26, 44, 47, 49, 50], "91": [20, 21, 25, 26, 44, 45, 49, 50], "312": [20, 44], "jian": [20, 44], "extract": [2, 20, 27, 30, 44, 51], "electr": [20, 44], "aviat": [20, 44], "electro": [20, 44], "actuat": [20, 44], "icspcc": [20, 44], "venkatesh": [20, 44], "rajagopalan": [20, 44], "asok": [20, 44], "rai": [20, 44], "via": [0, 2, 20, 25, 44, 49], "86": [20, 44], "2006": [20, 23, 26, 44, 47, 50], "3309": [20, 44], "3320": [20, 44], "while": [21, 45], "primarili": [21, 45, 52], "appli": [0, 2, 21, 23, 24, 25, 26, 45, 47, 48, 49, 50], "2d": [21, 45], "matric": [21, 27, 29, 45, 51, 53], "henc": [21, 45], "textur": [21, 45], "lock": [21, 29, 45, 53], "dispen2d": [0, 20, 21, 25, 28, 29, 45, 49, 52, 53], "keyword": [21, 29, 44, 45, 46, 47, 48, 49, 50, 51, 53], "permit": [21, 29, 45, 53], "reason": [21, 45], "becaus": [21, 25, 45, 49], "hundr": [21, 45], "million": [21, 45], "pairwis": [21, 45], "error": [21, 45], "often": [21, 45], "occur": [21, 45], "store": [21, 23, 24, 26, 45, 47, 48, 50], "ram": [21, 45], "200": [21, 45], "753": [11, 21, 35, 45], "049": [21, 45], "836": [21, 45], "777": [21, 45], "448": [11, 21, 35, 45], "524": [11, 21, 35, 45], "pass": [21, 23, 24, 27, 29, 45, 47, 48, 51, 53], "greater": [0, 21, 45], "unlock": [21, 45], "caus": [21, 45], "crash": [21, 45], "mat": [21, 45], "se2d": [21, 45], "matricess": [21, 45], "floor": [21, 27, 45, 51], "repres": [20, 21, 27, 44, 45, 51], "height": [21, 45], "row": [21, 25, 45, 49], "width": [21, 45], "column": [21, 27, 29, 45, 51, 53], "minimum": [21, 45], "submatrix": [21, 45], "By": [21, 25, 26, 45, 49, 50], "prevent": [21, 45], "overload": [21, 45], "753049836": [21, 45], "warn": [21, 43], "could": [21, 45], "luiz": [21, 45], "eduardo": [21, 45], "virgili": [21, 45], "silva": [21, 45], "045002": [21, 45], "fuzz2d": [21, 45], "fernando": [21, 23, 24, 45, 47, 48], "segato": [21, 45], "santo": [2, 21, 45], "multidimension": [21, 45], "sampenmf": [21, 45], "histolog": [21, 45], "colorect": [21, 45], "cancer": [21, 45], "103": [21, 45], "148": [11, 21, 35, 45], "160": [21, 45], "mirvana": [21, 45], "hilal": [21, 45], "heurtier": [2, 21, 23, 24, 45, 47, 48], "principl": [21, 45], "41st": [21, 24, 45, 48], "societi": [21, 45], "dist2d": [21, 45], "24": [21, 23, 24, 25, 45, 47, 48, 49], "9": [20, 21, 22, 23, 24, 29, 44, 45, 46, 47, 48, 53], "1338": [21, 45], "1342": [21, 45], "disp2d": [21, 45], "75": [10, 11, 21, 34, 35, 45], "178": [21, 45], "187": [21, 45], "perm2d": [21, 45], "smax": [21, 45], "mx": [21, 45], "my": [21, 45], "lowest": [21, 45], "common": [21, 45], "rank": [21, 45], "instanc": [21, 45], "given": [21, 23, 24, 27, 29, 45, 47, 48, 51, 53], "ordin": [21, 45], "instead": [21, 45], "longer": [21, 45], "assum": [21, 45, 53], "motif": [21, 45], "haroldo": [21, 45], "ribeiro": [21, 45], "causal": [21, 45], "plane": [21, 45], "ONE": [21, 45], "e40689": [21, 45], "luciano": [21, 45], "zunino": [21, 45], "discrimin": [21, 45], "soliton": [21, 45], "679": [11, 21, 35, 45], "688": [21, 45], "esp2d": [21, 45], "toler": [21, 23, 45, 47], "ps": [21, 45], "ricardo": [21, 45], "espen": [21, 45], "approach": [2, 21, 22, 23, 25, 45, 46, 47, 49], "1261": [21, 45], "separ": 0, "xap": [22, 46], "contain": [20, 22, 24, 27, 44, 46, 48, 51], "direct": [22, 46], "thu": [22, 25, 29, 30, 46, 49, 53], "burton": [22, 46], "singer": [22, 46], "93": [22, 46], "1996": [22, 46], "2083": [22, 46], "2088": [22, 46], "serial": [22, 46], "implic": [22, 46], "health": [2, 22, 46], "annal": [22, 46], "york": [22, 46], "954": [22, 46], "2001": [11, 22, 35, 46], "245": [22, 46], "267": [22, 46], "xcond": [22, 46], "matter": [22, 46], "u": [2, 22, 25, 46, 49], "amount": [22, 46], "carri": [22, 46], "evalu": [22, 23, 46, 47], "coupl": [22, 46], "81": [22, 46], "1999": [22, 46], "119": [22, 46], "129": [11, 22, 35, 46], "pi": 22, "beween": 22, "yuanyuan": [22, 46], "pengjian": [22, 24, 46, 48], "shang": [22, 24, 46, 48], "financi": [22, 46], "stock": [22, 46], "market": [22, 46], "tsalli": [22, 46], "94": [22, 25, 26, 46, 49, 50], "1361": [22, 46], "1376": [22, 46], "xfuzz": [22, 46], "paramt": 22, "test": [22, 46], "synchroni": [22, 46], "180": [22, 46], "2010": [22, 46], "1715": [22, 46], "1724": [22, 46], "xk2": [22, 46], "project": [22, 24, 34, 36, 46, 48], "xperm": [22, 46], "betweeen": [22, 46], "wenbin": [22, 46], "shi": [22, 46], "aij": [22, 46], "2439": [22, 46], "2447": [22, 46], "xsamp": [22, 46], "xspec": [22, 46], "origni": [23, 24, 26], "propos": [23, 24, 26, 47, 48, 50], "costa": [23, 24, 26, 47, 48, 50], "particular": [23, 24, 26, 47, 48, 50], "msen2d": [], "cmsen": [23, 24, 26, 28, 47, 48, 50, 52], "rxmsen": [23, 24, 26, 28, 47, 48, 50, 52], "shown": [23, 24, 26, 29, 47, 48, 50, 52], "imf": [23, 24, 47, 48], "timeshift": [23, 24, 47, 48], "rescal": [23, 24, 47, 48], "xt": [23, 24, 47], "coeffici": [23, 24, 47, 48], "otherwis": [23, 24, 47, 48, 52], "std": [23, 24, 47, 48], "var": [23, 24, 47, 48], "mad": [23, 24, 47, 48], "madalena": [23, 24, 26, 47, 48, 50], "ari": [23, 24, 26, 47, 48, 50], "goldberg": [23, 24, 26, 47, 48, 50], "89": [23, 24, 26, 47, 48, 50], "068102": [23, 24, 26, 47, 48, 50], "vadim": [2, 23, 24, 26, 47, 48, 50], "v": [2, 23, 24, 26, 47, 48, 50], "nikulin": [23, 24, 26, 47, 48, 50], "tom": [23, 24, 26, 47, 48, 50], "brismar": [23, 24, 26, 47, 48, 50], "comment": [23, 24, 26, 47, 48, 50], "92": [23, 24, 26, 27, 47, 48, 50, 51], "2004": [23, 24, 26, 47, 48, 50], "089803": [23, 24, 26, 47, 48, 50], "repli": [23, 24, 26, 47, 48, 50], "089804": [23, 24, 26, 47, 48, 50], "2005": [23, 26, 47, 50], "ranjit": [23, 26, 47, 50], "thuraisingham": [23, 26, 47, 50], "gottwald": [23, 26, 47, 50], "On": [23, 26, 47, 50], "physica": [20, 23, 25, 26, 44, 47, 49, 50], "366": [23, 26, 47, 50], "323": [23, 26, 47, 50], "332": [23, 26, 47, 50], "meng": [23, 47], "hu": [23, 47], "hualou": [23, 47], "liang": [23, 47], "intrins": [23, 47], "mode": [11, 23, 27, 35, 47, 51], "multivari": [0, 2, 11, 23, 24, 27, 29, 35, 47, 48, 51, 53], "neurodynam": [23, 47], "2011": [23, 24, 25, 26, 47, 48, 49, 50], "277": [23, 47], "284": [23, 47], "3110": [23, 47], "3123": [23, 47], "jianbo": [23, 47], "bi": [23, 47], "paolo": [23, 47], "castiglioni": [23, 47], "cardiovascular": [23, 24, 47, 48], "doe": [23, 25, 47, 49], "choic": [2, 23, 47], "vari": [23, 47], "among": [0, 23, 47], "influenc": [2, 23, 47], "interpret": [2, 23, 47], "590": [23, 47], "tuan": [2, 23, 47], "shift": [23, 47], "257": [23, 47], "138": [23, 47], "magdalena": [23, 24], "volatil": [23, 24, 47], "1197": [23, 24, 47], "1203": [23, 24, 47], "cmse": [23, 24, 47, 48], "rcmsen": [23, 26, 47, 50], "shuen": [23, 24, 26, 47, 48, 50], "wu": [2, 23, 24, 26, 47, 48, 50], "1069": [23, 24, 26, 47, 48, 50], "1084": [23, 24, 26, 47, 48, 50], "378": [11, 23, 26, 35, 47, 48, 50], "2014": [23, 26, 47, 48, 50], "1369": [23, 26, 47, 48, 50], "1374": [23, 26, 47, 48, 50], "lpf": [23, 24, 47, 48], "cutoff": [23, 24, 47, 48], "fc": [23, 24, 47, 48], "low": [23, 24, 47, 48], "valencia": [23, 24, 47, 48], "holter": [23, 24, 47, 48], "record": [2, 23, 24, 47, 48], "healthi": [23, 24, 47, 48], "aortic": [23, 24, 47, 48], "stenosi": [23, 24, 47, 48], "subject": [23, 24, 47, 48], "56": [23, 24, 47, 48], "2202": [23, 24, 47, 48], "2213": [23, 24, 47, 48], "puneeta": [23, 24, 47, 48], "marwaha": [23, 24, 47, 48], "ramesh": [23, 24, 47, 48], "kumar": [2, 23, 24, 47, 48], "sunkaria": [23, 24, 47, 48], "technolog": [23, 24, 47, 48], "557": [23, 24, 47, 48], "576": [23, 24, 47, 48], "sum": [23, 24, 25, 47, 48, 49], "root": [23, 24, 47, 48], "s_00": [23, 24, 47, 48], "nth": [23, 24, 47, 48], "subnod": [23, 24, 47, 48], "s_tn": [23, 24, 47, 48], "s_10": [23, 24, 47, 48], "s_11": [23, 24, 47, 48], "s_20": [23, 24, 47, 48], "s_21": [23, 24, 47, 48], "s_22": [23, 24, 47, 48], "s_23": [23, 24, 47, 48], "s_30": [23, 24, 47, 48], "s_31": [23, 24, 47, 48], "s_32": [23, 24, 47, 48], "s_33": [23, 24, 47, 48], "s_34": [23, 24, 47, 48], "s_35": [23, 24, 47, 48], "s_36": [23, 24, 47, 48], "s_37": [23, 24, 47, 48], "s_40": [23, 24, 47, 48], "s0": [23, 24, 47, 48], "st": [23, 24, 47, 48], "entir": [23, 24, 47, 48], "graph": [2, 23, 24, 47, 48], "show": [23, 24, 32, 47, 48], "ying": [23, 24, 47, 48], "yuesheng": [23, 24, 47, 48], "236": [23, 24, 47, 48], "728": [23, 24, 47, 48], "742": [23, 24, 47, 48], "just": [0, 24, 48], "again": [24, 48], "nx2": [], "rui": [24, 48], "zhuo": [24, 48], "5th": [24, 48], "vol": [20, 24, 44, 48], "pp": [20, 24, 25, 44, 48, 49], "411": [24, 48], "413": [24, 48], "antoin": [24, 48], "jamin": [24, 48], "navig": [24, 30, 48], "acquir": [24, 48], "bike": [24, 48], "simul": [2, 24, 48], "rcxmsen": [24, 48], "yi": [24, 48], "yin": [24, 48], "guochen": [24, 48], "98": [24, 48], "110": [24, 48], "effort": [0, 28, 52], "made": [28, 52], "them": [28, 52], "bidimensioanl": [28, 52], "ex": [29, 53], "multiscla": [], "These": [0, 26, 29, 44, 45, 46, 49, 50, 53], "mere": [29, 53], "snippet": [29, 53], "connect": [2, 27, 29, 51, 53], "everi": 29, "consult": 29, "depth": 29, "accept": [29, 53], "chirp": [27, 29, 51, 53], "f0": [27, 29, 51, 53], "01": [27, 29, 51, 53], "t1": [27, 29, 51, 53], "4000": [11, 27, 29, 35, 51, 53], "f1": [27, 29, 51, 53], "025": [27, 29, 51, 53], "beta": [27, 29, 51, 53], "xo": [27, 29, 51, 53], "yo": [27, 29, 51, 53], "zo": [27, 29, 51, 53], "attractor": [27, 29, 51, 53], "uniform2": [27, 29, 51, 53], "gaussian2": [27, 29, 51, 53], "uniform_mat": [27, 29, 51, 53], "gaussian_mat": [27, 29, 51, 53], "randintegers_mat": [27, 29, 51, 53], "entropyhub_mat": [27, 29, 51, 53], "declar": [29, 53], "halv": [29, 53], "1500": [29, 53], "1024": [9, 29, 33, 53], "numpi": [30, 44, 45, 46, 49, 52], "scipi": 30, "matplotlib": [30, 32, 34, 36, 37, 43], "pyemd": 30, "request": [0, 30], "python3": 30, "python2": 30, "strongli": 30, "pip": 30, "id": [30, 45], "tar": 30, "gz": 30, "repo": 30, "unzip": 30, "termin": 30, "cmd": 30, "mac": 30, "anaconda": 30, "prompt": 30, "setup": 30, "py": 30, "ensur": [25, 30, 49], "up": 30, "setuptool": 30, "upgrad": 30, "abbrevi": 30, "eh": [30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 49, 53], "print": 30, "arrai": [11, 20, 31, 33, 35, 36, 38, 40, 41, 42, 43, 44], "pyplot": [32, 34, 36, 37, 43], "cmap": 32, "00159093": 32, "fig": [34, 36, 37, 43], "scatter": [34, 36], "facecolor": [34, 36, 37, 43], "ax": [34, 36], "add_subplot": [34, 36], "111": [11, 34, 35, 36], "3d": [34, 36], "set_facecolor": [34, 36], "off": [34, 36, 37, 43], "0192821496913216": 37, "_fuzzen": 39, "71828": [39, 41, 42, 43], "kwarg": [39, 40, 41, 42, 43, 47, 48, 50], "_xconden": [39, 43], "_incren": 40, "_sampen": 41, "none": [25, 41, 42, 44, 45, 46, 49, 51], "5564": 41, "842518179468045": 41, "_xapen": 42, "089": 42, "directli": [44, 45, 46, 49], "dir": [44, 45, 46, 49], "four": 44, "tupl": [44, 45, 46, 51], "r\u00e9nyi": 44, "poicar\u00e9": 44, "len": 44, "fftpack": 44, "funtion": [], "mbjx": [47, 48, 50], "ykj": [47, 48], "keywrod": [], "concis": [52, 53], "exclud": [27, 35, 51, 52], "prefix": 52, "np": [33, 35, 49, 52], "48550": [], "00627": [], "stress": 2, "automat": 2, "respiratori": 2, "talha": 2, "iqbal": 2, "adnan": 2, "elahi": 2, "william": 2, "wijn": 2, "amin": 2, "atif": 2, "shahzad": 2, "privaci": 2, "preserv": 2, "mobil": 2, "activ": 2, "yute": 2, "zhan": 2, "imperi": 2, "colleg": 2, "london": 2, "fast": 2, "prolong": 2, "food": 2, "restrict": 2, "differenti": 2, "gh": 2, "secret": 2, "independ": 2, "receptor": 2, "agrp": 2, "maria": 2, "sousa": 2, "daniela": 2, "gusmao": 2, "willian": 2, "henriqu": 2, "moriya": 2, "felip": 2, "lima": 2, "edward": 2, "john": 2, "kopchick": 2, "jose": 2, "donato": 2, "jr": 2, "neuroendocrinolog": 2, "invas": 2, "waveform": 2, "emerg": 2, "triag": 2, "hemorrhag": 2, "lower": [2, 20, 21, 22, 25, 26, 44, 45, 46, 49, 50], "bodi": 2, "neg": [2, 25, 26, 49, 50], "naimahm": 2, "nesaragi": 2, "lar": 2, "\u00f8ivind": 2, "h\u00f8iseth": 2, "hemin": 2, "ali": 2, "qadir": 2, "leiv": 2, "arn": 2, "rosseland": 2, "per": 2, "steinar": 2, "halvorsen": 2, "ilangko": 2, "balasingham": 2, "earli": 2, "reinforc": 2, "vibrat": 2, "monitor": 2, "wenqin": 2, "zhao": 2, "yaqiong": 2, "lv": 2, "jialun": 2, "carman": 2, "lee": 2, "lei": 2, "tu": 2, "qualiti": 2, "fair": 2, "haddadi": 2, "afra": 2, "mashhadi": 2, "maksim": 2, "belyaev": 2, "yurii": 2, "izotov": 2, "murugappan": 2, "electromyographi": 2, "characterist": 2, "foot": 2, "tap": 2, "forc": 2, "spastic": 2, "sclerosi": 2, "brian": 2, "pribbl": 2, "univers": 2, "oklahoma": 2, "nois": 2, "music": 2, "stimul": 2, "nervou": 2, "mariana": 2, "jacob": 2, "rodrigu": 2, "octavian": 2, "postolach": 2, "francisco": 2, "cerca": 2, "instrument": 2, "brain": 2, "interact": 2, "movement": 2, "challeng": 2, "derek": 2, "monro": 2, "nathaniel": 2, "berri": 2, "fino": 2, "rhea": 2, "impact": [0, 2], "hardwar": 2, "mous": 2, "rest": 2, "magnet": 2, "fmri": 2, "mila": 2, "urosev": 2, "mcgill": 2, "escholarship": 2, "beam": 2, "yongjun": 2, "topolog": 2, "bound": [2, 25, 26, 49, 50], "c\u00e1nova": 2, "adazd": 2, "net": 2, "autom": 2, "adapt": 2, "alzheim": 2, "diseas": 2, "smith": 2, "khare": 2, "rajendra": 2, "acharya": 2, "knowledg": 2, "raw": [], "html": [], "blob": 27, "7ca475740f6578bec6db122512051b47e24c7dd4": [], "svg": [], "plumx": [], "plum": [], "visual": [], "research": 0, "metricscitationscit": [], "23polici": [], "citat": [], "5usageclick": [], "8abstract": [], "46054download": [], "18412capturesread": [], "237export": [], "4mentionsnew": [], "mention": [], "2refer": [], "1social": [], "mediashar": [], "amp": [], "38tweet": [], "2see": [], "page": [], "super": [], "block": [], "extrahead": [], "script": [], "href": 27, "plu": [], "2fjournal": [], "0286707": [], "popup": [], "larg": [], "class": [], "site": [], "hide": [], "waist": [], "gait": 2, "speed": [], "reflect": 0, "adult": [], "endblock": [], "bio": 2, "inspir": 2, "perceptron": 2, "neuro": 2, "petr": 2, "boriskov": 2, "putrolaynen": 2, "ensembl": 2, "mental": 2, "varun": 2, "bajaj": 2, "gaikwad": 2, "sinha": 2, "parkinson": 2, "smart": [], "iot": [], "environ": 0, "dmitri": 2, "korzun": 2, "bell": [20, 21, 22, 25, 44, 45, 46, 49], "triangular": [0, 20, 21, 22, 25, 44, 45, 46, 49], "trapezoidal1": [20, 21, 22, 25, 44, 45, 46, 49], "trapezoidal2": [20, 21, 22, 25, 44, 45, 46, 49], "z_shape": [20, 21, 22, 25, 44, 45, 46, 49], "constgaussian": [10, 20, 21, 22, 25, 34, 44, 45, 46, 49], "depric": [20, 21, 22, 44, 45, 46], "104833": [20, 21, 22, 44, 45, 46], "104847": [20, 21, 22, 44, 45, 46], "upper": [20, 21, 22, 25, 44, 45, 46, 49], "2r": [20, 21, 22, 25, 44, 45, 46, 49], "trapezoid": [0, 20, 21, 22, 25, 44, 45, 46, 49], "shape": [20, 21, 22, 25, 44, 45, 46, 49], "threshod": [20, 21, 22, 25, 44, 45, 46, 49], "vcp": [0, 20, 22, 44, 46], "ka": [20, 22, 44, 46], "kb": [20, 22, 44, 46], "lake": [0, 20, 22, 44, 46], "p": [20, 22, 25, 26, 44, 46, 49, 50], "griffin": [20, 22, 44, 46], "neonat": [20, 22, 44, 46], "283": [20, 22, 44, 46], "r789": [20, 22, 44, 46], "r797": [20, 22, 44, 46], "overlap": [0, 11, 20, 22, 27, 35, 44, 46, 51], "respecitv": [], "_overlapping_": [], "cp": [20, 22, 44, 46], "underfin": [], "zeroth": [0, 20, 22, 44, 46], "due": [20, 22, 44, 46], "demand": [20, 22, 44, 46], "option": [0, 20, 22, 25, 44, 49], "substanti": [20, 22, 44, 46], "appendix": [20, 22, 44, 46], "region": 2, "schizophrenia": 2, "shunliang": 2, "haifeng": 2, "8th": 2, "icsip": 2, "diven": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "divers": [0, 20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "fetal": 2, "matern": 2, "simultan": 2, "ana": 2, "filipa": 2, "soeiro": 2, "gome": 2, "faculdad": 2, "engenharia": 2, "da": 2, "universidad": 2, "porto": 2, "kang": [20, 25, 44, 49], "huan": [20, 25, 44, 49], "guangbin": [20, 25, 44, 49], "568": [20, 25, 44, 49], "125686": [20, 25, 44, 49], "radiolog": 2, "nuclear": 2, "facil": 2, "workplac": 2, "abinash": 2, "chakraborti": 2, "neeraj": 2, "parashar": 2, "dk": 2, "pandei": 2, "pankaj": 2, "uv": 2, "deokar": 2, "jpn": 2, "ssrn": 2, "social": 2, "shervin": 2, "skaria": 2, "sreelatha": 2, "ks": 2, "korean": 2, "pyschiatr": 2, "nurs": 2, "nldyn": 2, "sadegh": 2, "tarek": 2, "rajji": 2, "spectroscopi": 2, "group": 2, "martti": 2, "ilvesm\u00e4ki": 2, "hani": 2, "ferdinando": 2, "noponen": 2, "tapio": 2, "sepp\u00e4nen": 2, "vesa": 2, "korhonen": 2, "kiviniemi": 2, "teemu": 2, "myllyl\u00e4": 2, "authorea": 2, "acceler": 2, "profil": 2, "adolesc": 2, "soccer": 2, "player": 2, "season": 2, "jake": 2, "melaro": 2, "tennesse": 2, "knoxvil": 2, "classifi": 2, "wael": 2, "suliman": 2, "vinayakumar": 2, "ravi": 2, "tencon": 2, "trunk": 2, "swai": 2, "offic": 2, "worker": 2, "With": [0, 2], "chronic": 2, "spinal": 2, "pain": 2, "afonso": 2, "manuel": 2, "caetano": 2, "julio": 2, "repositorio": 2, "nova": 2, "lisboa": 2, "ocular": 2, "trajectori": 2, "kateryna": 2, "oleg": 2, "rangen": [20, 23, 24, 26, 28, 44, 47, 48, 50, 52], "robert": 2, "rainer": 2, "recognit": 2, "ey": 2, "tong": 2, "qin": 2, "wim": 2, "fia": 2, "nico": 2, "wegh": 2, "haosheng": 2, "huang": 2, "geograph": 2, "cot": 2, "michael": 2, "beacom": 2, "martin": 2, "frasch": 2, "lear": 2, "alistair": 2, "gunn": 2, "pediatr": 2, "sig1": [0, 22, 24, 46, 48], "sig2": [0, 22, 24, 46, 48], "sdpool": [0, 22, 24, 46, 48], "pool": [0, 24, 48], "total": [24, 25, 35, 49], "xa": 24, "xb": 24, "rcmse": [47, 48, 50], "emploi": [0, 10, 25, 34, 47, 48, 49, 50], "med": [47, 48], "biol": [47, 48], "55": [10, 23, 25, 26, 34, 47, 48, 49, 50], "2037": [10, 23, 25, 26, 34, 47, 48, 49, 50], "2052": [10, 23, 25, 26, 34, 47, 48, 49, 50], "2024": [1, 3, 48], "_supplementari": [], "software_": [], "supplementari": [1, 3, 28, 52], "lastest": 0, "major": 0, "v1": [0, 9, 25, 33, 49], "versatil": 0, "easi": 0, "summar": 0, "main": [0, 25, 27, 49], "ad": 0, "membership": [0, 10, 25, 34, 49], "founud": [], "hilbert": [0, 20, 25, 49], "now": [], "input": [0, 27, 51], "earlier": 0, "multical": 0, "genera": 0, "choos": 0, "achiev": 0, "lot": 0, "littl": 0, "want": 0, "alert": 0, "portal": 0, "hint": 0, "compatbl": 0, "resolv": 0, "inconsist": 0, "led": 0, "incorrect": 0, "unlik": 0, "previous": 0, "consum": 0, "keep": 0, "far": 0, "div": [20, 44], "cden": [20, 44], "rightmost": [20, 44], "si": [20, 44], "rotat": [20, 44], "machineri": [20, 44], "informat": [20, 44], "5419": [20, 44], "5429": [20, 44], "aug": [20, 44], "guo": [20, 44], "high": [20, 44], "nonstationari": [20, 44], "9642": [20, 44], "9653": [20, 44], "sept": [20, 44], "2023": [20, 44], "rangx": [20, 44], "omidvarnia": [20, 44], "amir": [20, 44], "bridg": [20, 44], "962": [20, 44], "three": [24, 48], "datainterpol": 4, "univarit": 45, "predict": 2, "skill": 2, "pilot": 2, "catela": 2, "cristiana": 2, "merc\u00ea": 2, "marco": 2, "branco": 2, "sport": 2, "mdpi": 2, "explor": 2, "visibl": 2, "conejero": 2, "\u00f2scar": 2, "garibo": 2, "ort": 2, "viet": 2, "thanh": 2, "stabl": [4, 5], "unwrap": [20, 25, 49], "fern\u00e1ndez": [10, 23, 25, 26, 34, 49, 50], "mvdispen": [9, 20, 25, 26, 28, 33, 47, 48, 49, 50, 52], "mvsampen2d": [23, 24, 26], "mvfuzzen2d": [23, 24, 26], "mvdispen2d": [23, 24, 26], "mvcosien2d": [23, 24, 26], "mvpermen2d": [23, 24, 26], "mvmsen": [10, 23, 24, 25, 26, 28, 34, 47, 48, 50, 52], "exercis": 2, "andrzejewska": 2, "wr\u00f3blewski": 2, "szymon": 2, "cygan": 2, "mateusz": 2, "ozimek": 2, "monika": 2, "petelczyc": 2, "dataset": [27, 28, 51, 52], "mvsampen": [25, 26, 28, 47, 48, 49, 50, 52], "mvfuzzen": [10, 25, 26, 28, 34, 47, 48, 49, 50, 52], "mvpermen": [25, 26, 28, 47, 48, 49, 50, 52], "mvcosien": [25, 26, 28, 47, 48, 49, 50, 52], "cmvmsen": [10, 25, 26, 28, 34, 47, 48, 50, 52], "mcosi": [25, 49], "ones": [25, 49], "________________________________________________________________________": [], "maxim": [25, 49], "msamp": [25, 49], "nxm": [25, 27, 49, 51], "observ": [25, 49], "col": [25, 49], "unit": [10, 25, 34, 49], "speech": [25, 49], "icassp": [25, 49], "5997": [25, 49], "6001": [25, 49], "1109": [25, 49], "icassp43922": [25, 49], "2022": [25, 49], "9747282": [25, 49], "Its": [25, 49], "circular": [25, 49], "properti": [25, 27, 49, 51], "algebra": [25, 49], "1287": [25, 49], "ahm": [25, 26, 49, 50], "mosabb": [25, 26, 49, 50], "uddin": [25, 26, 49, 50], "tool": [0, 25, 26, 28, 49, 50, 52], "multichannel": [25, 26, 49, 50], "84": [25, 26, 49, 50], "061918": [25, 26, 49, 50], "mdisp": [9, 25, 33, 49], "mvdeii": [25, 49], "singular": [10, 25, 34, 49], "v2": [0, 9, 25, 33, 49], "mvde": [9, 25, 33, 49], "combin": [25, 49], "accordingli": [25, 49], "913": [25, 49], "mfuzz": [25, 49], "b0": [25, 49], "bt": [25, 49], "b1": [25, 49], "joint": [25, 49], "subspac": [25, 49], "expans": [25, 26, 49, 50], "contrari": [25, 49], "convent": [10, 25, 34, 49], "definit": [25, 49], "stochast": [25, 26, 49, 50], "naiv": [25, 49], "individu": [25, 49], "uterin": [25, 49], "mperm": [25, 49], "mpnorm": [25, 49], "taken": [25, 49], "theorem": [25, 49], "share": [25, 49], "spatial": [25, 49], "reconstruct": [25, 49], "NOT": [25, 49], "morabito": [25, 49], "channel": [25, 49], "20guid": 27, "defualt": [25, 49], "signam": [27, 51], "commonli": [27, 51], "benchmark": [27, 51], "document": [0, 27, 51], "elsewher": [27, 51], "randomli": [27, 51], "4500": [27, 51], "sigma": [27, 51], "5917": [27, 51], "3000": [11, 27, 35, 51], "60": [27, 51], "120": [27, 51], "255": [27, 51], "115": [27, 51], "127": [27, 51], "windowdata": [0, 27, 28, 29, 51, 52, 53], "winlen": [11, 27, 35, 51], "restructur": [27, 51], "collect": [27, 51], "windata": [11, 27, 35, 51], "subsequnc": [27, 51], "remaind": [27, 51], "fill": [11, 27, 35, 51], "final": [11, 27, 35, 51], "treat": [27, 51], "dictionari": 51, "datatyp": [11, 27, 35, 51], "datalength": [11, 27, 35, 51], "windowlength": [11, 27, 35, 51], "windowoverlap": [11, 27, 35, 51], "totalwindow": [11, 27, 35, 51], "decis": [27, 51], "remain": [11, 27, 35, 51], "web": 27, "cell": 27, "nmultiscal": 26, "introduct": 0, "decad": 0, "ago": 0, "seen": 0, "notabl": 0, "compris": 0, "ubiquit": 0, "robust": 0, "known": [], "five": 0, "_amplitud": [], "modified_": [], "aware_": [], "_edge_": [], "_phase_": [], "_weighted_": [], "_modified_": [], "extra": 0, "acclaim": 0, "mulitvari": [29, 53], "convert": [9, 33], "code": [], "reshap": [9, 33], "9227345": [9, 33], "0009856": [9, 33], "508226": [9, 33], "95439595": [9, 33], "94074854": [9, 33], "93012334": [9, 33], "02675949": [9, 33], "00805324": [9, 33], "00201614": [9, 33], "00796833": [10, 34], "00926765": [10, 34], "01193731": [10, 34], "01686631": [10, 34], "04603960": [10, 34], "alwai": [10, 34], "1000": [11, 35], "arang": 35, "1001": [11, 35], "72": [11, 35], "73": [11, 35], "74": [11, 35], "76": [11, 35], "80": [11, 35], "146": [11, 35], "147": [11, 35], "149": [11, 35], "150": [11, 35], "151": [11, 35], "152": [11, 35], "153": [11, 35], "154": [11, 35], "155": [11, 35], "221": [11, 35], "223": [11, 35], "224": [11, 35], "225": [11, 35], "226": [11, 35], "227": [11, 35], "228": [11, 35], "229": [11, 35], "230": [11, 35], "296": [11, 35], "297": [11, 35], "298": [11, 35], "299": [11, 35], "300": [11, 35], "301": [11, 35], "302": [11, 35], "304": [11, 35], "305": [11, 35], "371": [11, 35], "373": [11, 35], "374": [11, 35], "375": [11, 35], "376": [11, 35], "377": [11, 35], "379": [11, 35], "380": [11, 35], "446": [11, 35], "447": [11, 35], "449": [11, 35], "450": [11, 35], "451": [11, 35], "452": [11, 35], "453": [11, 35], "454": [11, 35], "455": [11, 35], "521": [11, 35], "522": [11, 35], "523": [11, 35], "525": [11, 35], "526": [11, 35], "527": [11, 35], "528": [11, 35], "529": [11, 35], "530": [11, 35], "596": [11, 35], "597": [11, 35], "598": [11, 35], "599": [11, 35], "601": [11, 35], "602": [11, 35], "603": [11, 35], "604": [11, 35], "605": [11, 35], "671": [11, 35], "672": [11, 35], "673": [11, 35], "674": [11, 35], "675": [11, 35], "676": [11, 35], "677": [11, 35], "678": [11, 35], "680": [11, 35], "746": [11, 35], "747": [11, 35], "748": [11, 35], "749": [11, 35], "750": [11, 35], "751": [11, 35], "752": [11, 35], "754": [11, 35], "755": [11, 35], "821": [11, 35], "822": [11, 35], "823": [11, 35], "824": [11, 35], "825": [11, 35], "826": [11, 35], "827": [11, 35], "828": [11, 35], "829": [11, 35], "830": [11, 35], "896": [11, 35], "897": [11, 35], "898": [11, 35], "899": [11, 35], "900": [11, 35], "901": [11, 35], "902": [11, 35], "903": [11, 35], "904": [11, 35], "905": [11, 35], "971": [11, 35], "972": [11, 35], "973": [11, 35], "974": [11, 35], "975": [11, 35], "repeat": [11, 35], "previou": [11, 35], "976": [11, 35], "977": [11, 35], "978": [11, 35], "979": [11, 35], "980": [11, 35], "996": [11, 35], "997": [11, 35], "998": [11, 35], "999": [11, 35], "3001": [11, 35], "130x4": [11, 35], "vstack": 35, "4001": 35, "130": [11, 35], "1002": [11, 35], "3002": [11, 35], "1003": [11, 35], "2003": [11, 35], "3003": [11, 35], "1128": [11, 35], "2128": [11, 35], "3128": [11, 35], "1129": [11, 35], "2129": [11, 35], "3129": [11, 35], "1130": [11, 35], "2130": [11, 35], "3130": [11, 35], "1111": [11, 35], "2111": [11, 35], "3111": [11, 35], "112": [11, 35], "1112": [11, 35], "2112": [11, 35], "3112": [11, 35], "113": [11, 35], "1113": [11, 35], "2113": [11, 35], "3113": [11, 35], "238": [11, 35], "1238": [11, 35], "2238": [11, 35], "3238": [11, 35], "239": [11, 35], "1239": [11, 35], "2239": [11, 35], "3239": [11, 35], "240": [11, 35], "1240": [11, 35], "2240": [11, 35], "3240": [11, 35], "771": [11, 35], "1771": [11, 35], "2771": [11, 35], "3771": [11, 35], "772": [11, 35], "1772": [11, 35], "2772": [11, 35], "3772": [11, 35], "773": [11, 35], "1773": [11, 35], "3773": [11, 35], "1898": [11, 35], "2898": [11, 35], "3898": [11, 35], "1899": [11, 35], "2899": [11, 35], "3899": [11, 35], "1900": [11, 35], "2900": [11, 35], "3900": [11, 35], "edit": 0, "thing": [], "TO": [], "rememb": [], "exlcud": 11, "dhananjai": 2, "ms": 2, "kulkarni": 2, "protect": 2}, "objects": {"": [[27, 0, 1, "", "EntropyHub"], [27, 0, 0, "-", "EntropyHub"], [51, 2, 0, "-", "EntropyHub"]], "EntropyHub": [[20, 1, 1, "", "ApEn"], [20, 1, 1, "", "AttnEn"], [20, 1, 1, "", "BubbEn"], [20, 1, 1, "", "CoSiEn"], [20, 1, 1, "", "CondEn"], [20, 1, 1, "", "DispEn"], [21, 1, 1, "", "DispEn2D"], [20, 1, 1, "", "DistEn"], [21, 1, 1, "", "DistEn2D"], [20, 1, 1, "", "DivEn"], [20, 1, 1, "", "EnofEn"], [21, 1, 1, "", "EspEn2D"], [27, 1, 1, "", "ExampleData"], [20, 1, 1, "", "FuzzEn"], [21, 1, 1, "", "FuzzEn2D"], [20, 1, 1, "", "GridEn"], [20, 1, 1, "", "IncrEn"], [20, 1, 1, "", "K2En"], [23, 1, 1, "", "MSEn"], [26, 1, 1, "", "MSobject"], [25, 1, 1, "", "MvCoSiEn"], [25, 1, 1, "", "MvDispEn"], [25, 1, 1, "", "MvFuzzEn"], [26, 1, 1, "", "MvMSEn"], [25, 1, 1, "", "MvPermEn"], [25, 1, 1, "", "MvSampEn"], [20, 1, 1, "", "PermEn"], [21, 1, 1, "", "PermEn2D"], [20, 1, 1, "", "PhasEn"], [20, 1, 1, "", "RangEn"], [20, 1, 1, "", "SampEn"], [21, 1, 1, "", "SampEn2D"], [20, 1, 1, "", "SlopEn"], [20, 1, 1, "", "SpecEn"], [20, 1, 1, "", "SyDyEn"], [27, 1, 1, "", "WindowData"], [22, 1, 1, "", "XApEn"], [22, 1, 1, "", "XCondEn"], [22, 1, 1, "", "XDistEn"], [22, 1, 1, "", "XFuzzEn"], [22, 1, 1, "", "XK2En"], [24, 1, 1, "", "XMSEn"], [22, 1, 1, "", "XPermEn"], [22, 1, 1, "", "XSampEn"], [22, 1, 1, "", "XSpecEn"], [23, 1, 1, "", "cMSEn"], [26, 1, 1, "", "cMvMSEn"], [24, 1, 1, "", "cXMSEn"], [23, 1, 1, "", "hMSEn"], [24, 1, 1, "", "hXMSEn"], [23, 1, 1, "", "rMSEn"], [24, 1, 1, "", "rXMSEn"], [44, 3, 1, "", "ApEn"], [44, 3, 1, "", "AttnEn"], [44, 3, 1, "", "BubbEn"], [44, 3, 1, "", "CoSiEn"], [44, 3, 1, "", "CondEn"], [44, 3, 1, "", "DispEn"], [45, 3, 1, "", "DispEn2D"], [44, 3, 1, "", "DistEn"], [45, 3, 1, "", "DistEn2D"], [44, 3, 1, "", "DivEn"], [44, 3, 1, "", "EnofEn"], [45, 3, 1, "", "EspEn2D"], [51, 3, 1, "", "ExampleData"], [44, 3, 1, "", "FuzzEn"], [45, 3, 1, "", "FuzzEn2D"], [44, 3, 1, "", "GridEn"], [44, 3, 1, "", "IncrEn"], [44, 3, 1, "", "K2En"], [47, 3, 1, "", "MSEn"], [50, 3, 1, "", "MSobject"], [49, 3, 1, "", "MvCoSiEn"], [49, 3, 1, "", "MvDispEn"], [49, 3, 1, "", "MvFuzzEn"], [50, 3, 1, "", "MvMSEn"], [49, 3, 1, "", "MvPermEn"], [49, 3, 1, "", "MvSampEn"], [44, 3, 1, "", "PermEn"], [45, 3, 1, "", "PermEn2D"], [44, 3, 1, "", "PhasEn"], [44, 3, 1, "", "RangEn"], [44, 3, 1, "", "SampEn"], [45, 3, 1, "", "SampEn2D"], [44, 3, 1, "", "SlopEn"], [44, 3, 1, "", "SpecEn"], [44, 3, 1, "", "SyDyEn"], [51, 3, 1, "", "WindowData"], [46, 3, 1, "", "XApEn"], [46, 3, 1, "", "XCondEn"], [46, 3, 1, "", "XDistEn"], [46, 3, 1, "", "XFuzzEn"], [46, 3, 1, "", "XK2En"], [48, 3, 1, "", "XMSEn"], [46, 3, 1, "", "XPermEn"], [46, 3, 1, "", "XSampEn"], [46, 3, 1, "", "XSpecEn"], [47, 3, 1, "", "cMSEn"], [50, 3, 1, "", "cMvMSEn"], [48, 3, 1, "", "cXMSEn"], [47, 3, 1, "", "hMSEn"], [48, 3, 1, "", "hXMSEn"], [47, 3, 1, "", "rMSEn"], [48, 3, 1, "", "rXMSEn"]]}, "objtypes": {"0": "mat:module", "1": "mat:function", "2": "py:module", "3": "py:function"}, "objnames": {"0": ["mat", "module", "MATLAB module"], "1": ["mat", "function", "MATLAB function"], "2": ["py", "module", "Python module"], "3": ["py", "function", "Python function"]}, "titleterms": {"latest": 0, "updat": 0, "januari": [], "2023": 2, "novemb": 0, "2022": [0, 2], "juli": 0, "februari": 0, "decemb": 0, "2021": 0, "june": 0, "entropyhub": [1, 2, 3, 4, 5, 6, 27, 28, 30, 51, 52], "an": [1, 3], "open": [1, 3], "sourc": [1, 3], "toolkit": [1, 3], "entrop": [1, 3], "time": [20, 22, 23, 24, 44, 46, 47, 48], "seri": [20, 22, 23, 24, 44, 46, 47, 48], "analysi": [1, 3], "welcom": [1, 3], "about": [1, 3], "document": [1, 3, 4, 6, 29, 30], "help": [1, 3, 4, 6, 30], "citat": [1, 3], "licens": [1, 3], "contact": [1, 3], "public": 2, "list": 2, "research": 2, "articl": 2, "cite": 2, "julia": [4, 5], "requir": [4, 6, 30], "instal": [4, 6, 30], "method": [4, 6, 14, 30, 38], "1": [0, 4, 6, 7, 30, 31], "2": [0, 4, 6, 12, 30, 36], "matlab": [6, 28, 29], "exampl": [7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 53], "sampl": [7, 17, 31, 41], "entropi": [7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 31, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 52], "10": [8, 32], "bidimension": [8, 21, 28, 32, 45, 52], "fuzzi": [8, 10, 32, 34], "fine": [12, 36], "grain": [12, 36], "permut": [12, 36], "3": [13, 37], "phase": [13, 37], "w": [13, 14, 37, 38], "pioncar": [13, 37], "plot": [13, 37], "4": [14, 38], "cross": [14, 18, 19, 22, 24, 28, 38, 42, 43, 46, 48, 52], "distribut": [14, 38], "differ": [14, 38], "bin": [14, 38], "5": [15, 39], "multiscal": [10, 15, 16, 17, 18, 19, 23, 24, 26, 28, 34, 39, 40, 41, 42, 43, 47, 48, 50, 52], "object": [15, 39], "msobject": [15, 39], "6": [16, 40], "increment": [16, 40], "7": [17, 41], "refin": [10, 17, 34, 41], "8": [18, 28, 42, 52], "composit": [10, 18, 34, 42], "approxim": [18, 42], "9": [19, 43], "hierarch": [19, 43], "correct": [19, 43], "condit": [19, 43], "base": [20, 28, 44, 52], "function": [20, 21, 22, 23, 24, 25, 26, 27, 28, 44, 45, 46, 47, 48, 49, 50, 51, 52], "estim": [20, 21, 22, 23, 24, 25, 26, 44, 45, 46, 47, 48, 49, 50], "singl": [20, 44], "univari": [20, 21, 22, 23, 24, 44, 45, 46, 47, 48], "two": [21, 22, 24, 45, 46, 48], "dimension": [21, 45], "matrix": [21, 45], "between": [22, 24, 46, 48], "fall": [28, 52], "categori": [28, 52], "exampledata": [29, 53], "browser": 29, "thing": [29, 53], "TO": [29, 53], "rememb": [29, 53], "python": [30, 52, 53], "2024": [0, 2], "march": 0, "data": [1, 3, 11, 35], "new": [], "version": 0, "0": 0, "here": 0, "more": 0, "come": 0, "april": 0, "multivari": [9, 10, 25, 26, 28, 33, 34, 49, 50, 52], "dataset": [25, 26, 49, 50], "other": [27, 28, 51, 52], "supplementari": [27, 51], "variou": [27, 51], "task": [27, 51], "relat": [27, 51], "signal": [27, 51], "process": [27, 51], "out": 0, "now": 0, "11": [9, 33], "dispers": [9, 33], "12": [10, 34], "gener": [10, 34], "13": [11, 35], "window": [11, 35], "windowdata": [11, 35]}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 56}})
\ No newline at end of file