Mode-Assisted Unsupervised Learning of Restricted Boltzmann Machines

Haik Manukian, Yan Ru Pei, Sean R. B. Bearden +1

Restricted Boltzmann machines (RBMs) are a powerful class of generative models, but their training requires computing a gradient that, unlike supervised backpropagation on typical…