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

Summary: 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 rep...

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Bibliographic Details
Main Authors: Soma Nonaka, Kei Majima, Shuntaro C. Aoki, Yukiyasu Kamitani
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004221009810