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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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Bibliografiska uppgifter
I publikationen:Front Comput Neurosci
Huvudupphovsmän: Probst, Dimitri, Petrovici, Mihai A., Bytschok, Ilja, Bill, Johannes, Pecevski, Dejan, Schemmel, Johannes, Meier, Karlheinz
Materialtyp: Artigo
Språk:Inglês
Publicerad: Frontiers Media S.A. 2015
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Länkar: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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