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Optimal Input Representation in Neural Systems at the Edge of Chaos

SIMPLE SUMMARY: Here we show that a simple neural network within the paradigm of reservoir computing is able to reproduce an important feature of internal representations of neural inputs, in agreement with what theoretically predicted and empirically measured in the mouse visual cortex, only when i...

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Detalles Bibliográficos
Autores principales: Morales, Guillermo B., Muñoz, Miguel A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8389338/
https://www.ncbi.nlm.nih.gov/pubmed/34439935
http://dx.doi.org/10.3390/biology10080702