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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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Dettagli Bibliografici
Autori principali: Satel, Jason, Trappenberg, Thomas, Fine, Alan
Natura: Artigo
Lingua:Inglês
Pubblicazione: Springer Netherlands 2009
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Accesso online: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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