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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS Comput Biol
Prif Awduron: Cadena, Santiago A., Denfield, George H., Walker, Edgar Y., Gatys, Leon A., Tolias, Andreas S., Bethge, Matthias, Ecker, Alexander S.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2019
Pynciau:
Research Article
Mynediad Ar-lein: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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