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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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Détails bibliographiques
Publié dans:Nat Commun
Auteurs principaux: Xu, Yaoda, Vaziri-Pashkam, Maryam
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2021
Sujets:
Accès en ligne: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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