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Deep convolutional models improve predictions of macaque V1 responses to natural images

Despite great efforts over several decades, our best models of primary visual cortex (V1) still predict spiking activity quite poorly when probed with natural stimuli, highlighting our limited understanding of the nonlinear computations in V1. Recently, two approaches based on deep learning have eme...

詳細記述

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書誌詳細
出版年:PLoS Comput Biol
主要な著者: Cadena, Santiago A., Denfield, George H., Walker, Edgar Y., Gatys, Leon A., Tolias, Andreas S., Bethge, Matthias, Ecker, Alexander S.
フォーマット: Artigo
言語:Inglês
出版事項: Public Library of Science 2019
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC6499433/
https://ncbi.nlm.nih.gov/pubmed/31013278
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1006897
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