NeuralNetworks.md

Neural Networks

Introductory material

• Tensorflow Playground
• Nice series of blog posts by Kaparthy

Lectures

• Deep Learning in Neural Networks: An Overview
• Neural Network Lecture - Geoffrey Hinton
• Deep Learning Lecture - Nando de Freitas
• Stat212b: Topics Course on Deep Learning - Joan Bruna
• CS224d: Deep Learning for Natural Language Processing

Books

• Deep Learning Book - Bengio

NeuroEvolution

• AI Junkie (tutorials, guides and workshops for evolutionary AIs)
• NEAT
• HyperNEAT
• ES-HyperNEAT

Variational Autoencoders

• The repository to the Meetup presentation of Thomas is here.

RNNs

LSTMvis

• Explanation and visualization of LSTM networks

Attention mechanism as extension

• Neural Turing Machines
• DRAW: A Recurrent Neural Network For Image Generation see also http://www.meetup.com/de-DE/Machine-Learning-Rhein-Neckar/events/225751207/