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Neuronal message passing using Mean-field, Bethe, and Marginal approximations

Neuronal computations rely upon local interactions across synapses. For a neuronal network to perform inference, it must integrate information from locally computed messages that are propagated among elements of that network. We review the form of two popular (Bayesian) message passing schemes and c...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Parr, Thomas, Markovic, Dimitrije, Kiebel, Stefan J., Friston, Karl J.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6374414/
https://ncbi.nlm.nih.gov/pubmed/30760782
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-38246-3
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