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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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Bibliografiske detaljer
Udgivet i:Nat Commun
Main Authors: Xu, Yaoda, Vaziri-Pashkam, Maryam
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
Fag:
Online adgang: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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