Nonequilibrium thermodynamics of restricted Boltzmann machines.
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DOI: 10.1103/physreve.96.022131
Abstract: In this work, we analyze the nonequilibrium thermodynamics of a class of neural networks known as restricted Boltzmann machines (RBMs) in the context of unsupervised learning. We show how the network is described as a… read more here.
Keywords: restricted boltzmann; thermodynamics restricted; thermodynamics; unsupervised learning ... See more keywords