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Limits to visual representational correspondence between convolutional neural networks and the human brain

Convolutional neural networks (CNNs) are increasingly used to model human vision due to their high object categorization capabilities and general correspondence with human brain responses. Here we evaluate the performance of 14 different CNNs compared with human fMRI responses to natural and artific...

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Detalles Bibliográficos
Publicado en:Nat Commun
Main Authors: Xu, Yaoda, Vaziri-Pashkam, Maryam
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2021
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8024324/
https://ncbi.nlm.nih.gov/pubmed/33824315
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-22244-7
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