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Efficient supervised learning in networks with binary synapses

Recent experimental studies indicate that synaptic changes induced by neuronal activity are discrete jumps between a small number of stable states. Learning in systems with discrete synapses is known to be a computationally hard problem. Here, we study a neurobiologically plausible on-line learning...

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Detalhes bibliográficos
Main Authors: Baldassi, Carlo, Braunstein, Alfredo, Brunel, Nicolas, Zecchina, Riccardo
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2007
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC1904114/
https://ncbi.nlm.nih.gov/pubmed/17581884
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.0700324104
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