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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Entropy (Basel)
Prif Awduron: Gosti, Giorgio, Folli, Viola, Leonetti, Marco, Ruocco, Giancarlo
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI 2019
Pynciau:
Mynediad Ar-lein: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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