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Mode-assisted joint training of deep Boltzmann machines

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 setting has...

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Detalles Bibliográficos
Autores principales: Manukian, Haik, Di Ventra, Massimiliano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8463543/
https://www.ncbi.nlm.nih.gov/pubmed/34561505
http://dx.doi.org/10.1038/s41598-021-98404-y