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Beyond the Maximum Storage Capacity Limit in Hopfield Recurrent Neural Networks

In a neural network, an autapse is a particular kind of synapse that links a neuron onto itself. Autapses are almost always not allowed neither in artificial nor in biological neural networks. Moreover, redundant or similar stored states tend to interact destructively. This paper shows how autapses...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Gosti, Giorgio, Folli, Viola, Leonetti, Marco, Ruocco, Giancarlo
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515255/
https://ncbi.nlm.nih.gov/pubmed/33267440
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21080726
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