Biologically plausible learning in recurrent neural networks reproduces neural dynamics observed during cognitive tasks

Neural activity during cognitive tasks exhibits complex dynamics that flexibly encode task-relevant variables. Chaotic recurrent networks, which spontaneously generate rich dynamics, have been proposed as a model of cortical computation during cognitive tasks. However, existing methods for training...

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Bibliographic Details
Main Author: Thomas Miconi
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2017-02-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/20899