Training Restricted Boltzmann Machines using Approximations to the Likelihood Gradient

A new algorithm for training Restricted Boltzmann Machines is introduced. The algorithm, named Persistent Contrastive Divergence, is different from the standard Contrastive Divergence algorithms in th