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Boltzmann Machines as Generalized Hopfield Networks: A Review of Recent Results and Outlooks

The Hopfield model and the Boltzmann machine are among the most popular examples of neural networks. The latter, widely used for classification and feature detection, is able to efficiently learn a generative model from observed data and constitutes the benchmark for statistical learning. The former...

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Detalles Bibliográficos
Autores principales: Marullo, Chiara, Agliari, Elena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7823871/
https://www.ncbi.nlm.nih.gov/pubmed/33383716
http://dx.doi.org/10.3390/e23010034