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Supervised learning with decision margins in pools of spiking neurons

Learning to categorise sensory inputs by generalising from a few examples whose category is precisely known is a crucial step for the brain to produce appropriate behavioural responses. At the neuronal level, this may be performed by adaptation of synaptic weights under the influence of a training s...

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Autori principali: Le Mouel, Charlotte, Harris, Kenneth D., Yger, Pierre
Natura: Artigo
Lingua:Inglês
Pubblicazione: Springer US 2014
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4159595/
https://ncbi.nlm.nih.gov/pubmed/24862859
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10827-014-0505-9
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