Author

Fangzhou Liao

Tsinghua UniversityORCID 0000-0002-5079-1336Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

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

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Sen SongiD· 1 shared Xiaolin HuiD· 1 shared

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2018-2018 · peak 1/yr

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1 shared paperNeuroscience

Sen SongORCID

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1 paper

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NeurosciencebioRxivPreprintJan 7, 2018

Emergence of V1 connectivity pattern and Hebbian rule in a performance-optimized artificial neural network

Fangzhou Liao, Xiaolin Hu, Sen Song

This study shows that adding recurrent connections to a CNN mimics V1 connectivity patterns and Hebbian rule, suggesting deep learning can model biological neural networks.

DOI 10.1101/244350

deep learningstatistical model