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Stochastic variational learning in recurrent spiking networks

The ability to learn and perform statistical inference with biologically plausible recurrent networks of spiking neurons is an important step toward understanding perception and reasoning. Here we derive and investigate a new learning rule for recurrent spiking networks with hidden neurons, combinin...

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Detalhes bibliográficos
Main Authors: Jimenez Rezende, Danilo, Gerstner, Wulfram
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3983494/
https://ncbi.nlm.nih.gov/pubmed/24772078
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2014.00038
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