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On the Maximum Storage Capacity of the Hopfield Model

Recurrent neural networks (RNN) have traditionally been of great interest for their capacity to store memories. In past years, several works have been devoted to determine the maximum storage capacity of RNN, especially for the case of the Hopfield network, the most popular kind of RNN. Analyzing th...

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Detalles Bibliográficos
Autores principales: Folli, Viola, Leonetti, Marco, Ruocco, Giancarlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5222833/
https://www.ncbi.nlm.nih.gov/pubmed/28119595
http://dx.doi.org/10.3389/fncom.2016.00144