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