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Recurrent neural networks with explicit representation of dynamic latent variables can mimic behavioral patterns in a physical inference task

Primates can richly parse sensory inputs to infer latent information. This ability is hypothesized to rely on establishing mental models of the external world and running mental simulations of those models. However, evidence supporting this hypothesis is limited to behavioral models that do not emul...

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Detalles Bibliográficos
Autores principales: Rajalingham, Rishi, Piccato, Aída, Jazayeri, Mehrdad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532407/
https://www.ncbi.nlm.nih.gov/pubmed/36195614
http://dx.doi.org/10.1038/s41467-022-33581-6