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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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Autors principals: Sangchul Oh, Abdelkader Baggag, Hyunchul Nha
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2020-05-01
Col·lecció:Entropy
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Accés en línia:https://www.mdpi.com/1099-4300/22/5/538
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