RBM - video tutorials
videolectures.net:
A tutorial on Deep Learning (July 2009)
Deep Belief Networks (September 2009)
Deep Learning with Multiplicative Interactions (December 2009)
Google Tech Talk:
The Next Generation of Neural Networks (Google Tech Talk, November 29, 2007)
[Recent Developments in Deep Learning (Google Tech Talk, March 19, 2010)](http://www...
BM & RBM (for beginners)
- Restricted Boltzmann Machines (RBM)
- Introduction to Restricted Boltzmann Machines [code]
- Boltzmann Machines - (Sam Roweis)
- Restricted Boltzmann Machine - Short Tutorial - iMonad (imonad.com)
- Notes on Contrastive Divergence -...
RBM (Programming)
Deep learning (deeplearning.net): software links
Hinton et al:
- A practical guide to training restricted Boltzmann machines
- Hinton, G. E. and Salakhutdinov, R. R. (2006) Reducing the dimensionality of data with neural networks. Science, Vol. 313. no. 5786, pp. 504 - 507, 28 July 2006. full paper | [supporting online material (pdf)](http://www.cs.toronto.edu/~hinton/absps/science_som...
RBM
Geoffrey Hinton homepage, publications
Deeplearning.net
Machine Learning @ UofT
Selected papers:
- Learning to represent visual input
- Introduction to Restricted Boltzmann Machines
- [A practical guide to training restricted Bo...