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Memory Capacity of Networks with Stochastic Binary Synapses

In standard attractor neural network models, specific patterns of activity are stored in the synaptic matrix, so that they become fixed point attractors of the network dynamics. The storage capacity of such networks has been quantified in two ways: the maximal number of patterns that can be stored,...

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Detalles Bibliográficos
Autores principales: Dubreuil, Alexis M., Amit, Yali, Brunel, Nicolas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4125071/
https://www.ncbi.nlm.nih.gov/pubmed/25101662
http://dx.doi.org/10.1371/journal.pcbi.1003727