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Probabilistic inference in discrete spaces can be implemented into networks of LIF neurons

The means by which cortical neural networks are able to efficiently solve inference problems remains an open question in computational neuroscience. Recently, abstract models of Bayesian computation in neural circuits have been proposed, but they lack a mechanistic interpretation at the single-cell...

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Detalles Bibliográficos
Autores principales: Probst, Dimitri, Petrovici, Mihai A., Bytschok, Ilja, Bill, Johannes, Pecevski, Dejan, Schemmel, Johannes, Meier, Karlheinz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4325917/
https://www.ncbi.nlm.nih.gov/pubmed/25729361
http://dx.doi.org/10.3389/fncom.2015.00013