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Internal Representation of Task Rules by Recurrent Dynamics: The Importance of the Diversity of Neural Responses

Neural activity of behaving animals, especially in the prefrontal cortex, is highly heterogeneous, with selective responses to diverse aspects of the executed task. We propose a general model of recurrent neural networks that perform complex rule-based tasks, and we show that the diversity of neuron...

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Detalles Bibliográficos
Autores principales: Rigotti, Mattia, Rubin, Daniel Ben Dayan, Wang, Xiao-Jing, Fusi, Stefano
Formato: Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2967380/
https://www.ncbi.nlm.nih.gov/pubmed/21048899
http://dx.doi.org/10.3389/fncom.2010.00024