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Engineering recurrent neural networks from task-relevant manifolds and dynamics

Many cognitive processes involve transformations of distributed representations in neural populations, creating a need for population-level models. Recurrent neural network models fulfill this need, but there are many open questions about how their connectivity gives rise to dynamics that solve a ta...

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Detalles Bibliográficos
Autores principales: Pollock, Eli, Jazayeri, Mehrdad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7446915/
https://www.ncbi.nlm.nih.gov/pubmed/32785228
http://dx.doi.org/10.1371/journal.pcbi.1008128