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Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference

Sensory cortices display a suite of ubiquitous dynamical features, such as ongoing noise variability, transient overshoots, and oscillations, that have so far escaped a common, principled theoretical account. We developed a unifying model for these phenomena by training a recurrent excitatory–inhibi...

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Detalles Bibliográficos
Autores principales: Echeveste, Rodrigo, Aitchison, Laurence, Hennequin, Guillaume, Lengyel, Máté
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7610392/
https://www.ncbi.nlm.nih.gov/pubmed/32778794
http://dx.doi.org/10.1038/s41593-020-0671-1