Author

Xiao-Jing Wang

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Biology Disciplines

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Neuroscience· 1

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Approach:deep learning· 1 Approach:statistical model· 1

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Guangyu R. Yang· 1 shared H. Francis Song· 1 shared

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2016-2016 · peak 1/yr

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1 shared paperNeuroscience

Guangyu R. Yang

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1 paper

Recent·Most cited

NeurosciencebioRxivAug 19, 2016

Reward-based training of recurrent neural networks for cognitive and value-based tasks

H. Francis Song, Guangyu R. Yang, Xiao-Jing Wang

This paper trains recurrent neural networks using reward-based reinforcement learning to model cognitive and value-based tasks, showing they capture behavioral and electrophysiological findings.

DOI 10.7554/elife.21492

deep learningstatistical model

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