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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...

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Detalhes bibliográficos
Publicado no:PLoS Comput Biol
Main Authors: Cadena, Santiago A., Denfield, George H., Walker, Edgar Y., Gatys, Leon A., Tolias, Andreas S., Bethge, Matthias, Ecker, Alexander S.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2019
Assuntos:
Acesso em linha: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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