Nature Communications (Apr 2021)

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

  • Yaoda Xu,
  • Maryam Vaziri-Pashkam

DOI
https://doi.org/10.1038/s41467-021-22244-7
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 16

Abstract

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Convolutional neural networks are increasingly used to model human vision. Here, the authors compare the performance of 14 different CNNs and human fMRI responses to real-world and artificial objects to show some fundamental differences exist between them.