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Orthogonal Representations of Object Shape and Category in Deep Convolutional Neural Networks and Human Visual Cortex

Deep Convolutional Neural Networks (CNNs) are gaining traction as the benchmark model of visual object recognition, with performance now surpassing humans. While CNNs can accurately assign one image to potentially thousands of categories, network performance could be the result of layers that are tu...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Zeman, Astrid A., Ritchie, J. Brendan, Bracci, Stefania, Op de Beeck, Hans
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7016009/
https://ncbi.nlm.nih.gov/pubmed/32051467
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-59175-0
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