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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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Detalles Bibliográficos
Autores principales: Jacob, Georgin, Pramod, R. T., Katti, Harish, Arun, S. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7994307/
https://www.ncbi.nlm.nih.gov/pubmed/33767141
http://dx.doi.org/10.1038/s41467-021-22078-3