[PDF]Tutorial on Deep Learning and Applications1 NIPS 2010 Workshop on Deep Learning and Unsupervised Feature Learning Tutorial on Deep Learning and Applications Honglak Lee University of Michigan Co-organizers: Yoshua Bengio, Geoff Hinton, Yann LeCun, Andrew Ng, and Marc’Aurelio Ranzato * Includes slide material sourced from the co-organizers 2 Outline • Deep learning – Greedy layer-wise training (for supervised learning) – Deep belief nets –
