Mode-assisted joint training of deep Boltzmann machines

Abstract The deep extension of the restricted Boltzmann machine (RBM), known as the deep Boltzmann machine (DBM), is an expressive family of machine learning models which can serve as compact representations of complex probability distributions. However, jointly training DBMs in the unsupervised set...

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Autores principales: Haik Manukian, Massimiliano Di Ventra
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/95741509c9624ceab2c63fcbc316be4c
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