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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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Detalles Bibliográficos
Autores principales: Parr, Thomas, Markovic, Dimitrije, Kiebel, Stefan J., Friston, Karl J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374414/
https://www.ncbi.nlm.nih.gov/pubmed/30760782
http://dx.doi.org/10.1038/s41598-018-38246-3