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Qualitative similarities and differences in visual object representations between brains and deep networks

Deep neural networks have revolutionized computer vision, and their object representations across layers match coarsely with visual cortical areas in the brain. However, whether these representations exhibit qualitative patterns seen in human perception or brain representations remains unresolved. H...

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Udgivet i:Nat Commun
Main Authors: Jacob, Georgin, Pramod, R. T., Katti, Harish, Arun, S. P.
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7994307/
https://ncbi.nlm.nih.gov/pubmed/33767141
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-22078-3
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