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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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Bibliografske podrobnosti
izdano v:Front Comput Neurosci
Main Authors: Probst, Dimitri, Petrovici, Mihai A., Bytschok, Ilja, Bill, Johannes, Pecevski, Dejan, Schemmel, Johannes, Meier, Karlheinz
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2015
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4325917/
https://ncbi.nlm.nih.gov/pubmed/25729361
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2015.00013
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