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Are binary synapses superior to graded weight representations in stochastic attractor networks?

Synaptic plasticity is an underlying mechanism of learning and memory in neural systems, but it is controversial whether synaptic efficacy is modulated in a graded or binary manner. It has been argued that binary synaptic weights would be less susceptible to noise than graded weights, which has impe...

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Bibliografiske detaljer
Main Authors: Satel, Jason, Trappenberg, Thomas, Fine, Alan
Format: Artigo
Sprog:Inglês
Udgivet: Springer Netherlands 2009
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2727164/
https://ncbi.nlm.nih.gov/pubmed/19424822
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11571-009-9083-3
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