Gaussian-binary restricted Boltzmann machines for modeling natural image statistics
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DOI: 10.1371/journal.pone.0171015
Abstract: We present a theoretical analysis of Gaussian-binary restricted Boltzmann machines (GRBMs) from the perspective of density models. The key aspect of this analysis is to show that GRBMs can be formulated as a constrained mixture… read more here.
Keywords: restricted boltzmann; binary restricted; boltzmann machines; modeling natural ... See more keywords