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Entropy, Free Energy, and Work of Restricted Boltzmann Machines

A restricted Boltzmann machine is a generative probabilistic graphic network. A probability of finding the network in a certain configuration is given by the Boltzmann distribution. Given training data, its learning is done by optimizing the parameters of the energy function of the network. In this...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Oh, Sangchul, Baggag, Abdelkader, Nha, Hyunchul
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7517032/
https://ncbi.nlm.nih.gov/pubmed/33286309
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22050538
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