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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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書目詳細資料
發表在:eLife
主要作者: Miconi, Thomas
格式: Artigo
語言:Inglês
出版: eLife Sciences Publications, Ltd 2017
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5398889/
https://ncbi.nlm.nih.gov/pubmed/28230528
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7554/eLife.20899
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