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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Udgivet i: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.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2019
Fag:
Research Article
Online adgang: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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