REFS.md

Deep Belief Nets

• "A Fast Learning Algorithm for Deep Belief Nets" Geoffrey Hinton 2006 - Introduces contrastive divergence and DBNs
• "A Practical Guide to Training Restricted Boltzmann Machines" Geoffrey Hinton 2010 - How to implement DBNs

Convolutional Neural Nets

• "Handwritten Digit Recognition with a Back-Propagation Network" Yann LeCun 1990 - Introduces CNNs
• "Notes on Convolutional Neural Networks" Jake Bouvrie 2006 - How to implement CNNs

Auto Encoders

• "Extracting and Composing Robust Features with Denoising Autoencoders" Pascal Vincent 2008 - Introduces the Denoising Autoencoder