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Brain hierarchy score: Which deep neural networks are hierarchically brain-like?

Achievement of human-level image recognition by deep neural networks (DNNs) has spurred interest in whether and how DNNs are brain-like. Both DNNs and the visual cortex perform hierarchical processing, and correspondence has been shown between hierarchical visual areas and DNN layers in representing...

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Detalles Bibliográficos
Autores principales: Nonaka, Soma, Majima, Kei, Aoki, Shuntaro C., Kamitani, Yukiyasu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8426272/
https://www.ncbi.nlm.nih.gov/pubmed/34522856
http://dx.doi.org/10.1016/j.isci.2021.103013