December 2017
Intermediate to advanced
536 pages
14h 23m
English
Smolensky, Paul. Information processing in dynamical systems: Foundations of harmony theory. No. CU-CS-321-86. COLORADO UNIV AT BOULDER DEPT OF COMPUTER SCIENCE, 1986. (Link)
Salakhutdinov, Ruslan, Andriy Mnih, and Geoffrey Hinton. Restricted Boltzmann machines for collaborative filtering. Proceedings of the 24th international conference on Machine learning. ACM, 2007.(Link)
Hinton, Geoffrey. A practical guide to training restricted Boltzmann machines. Momentum 9.1 (2010): 926.(Link)
If you are interested in math, this is a good tutorial: http://deeplearning.net/tutorial/rbm.html#rbm
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