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Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks

Authors :
Shany Grossman
Guy Gaziv
Erin M. Yeagle
Michal Harel
Pierre Mégevand
David M. Groppe
Simon Khuvis
Jose L. Herrero
Michal Irani
Ashesh D. Mehta
Rafael Malach
Source :
Nature Communications, Vol 10, Iss 1, Pp 1-13 (2019)
Publication Year :
2019
Publisher :
Nature Portfolio, 2019.

Abstract

Deep convolutional neural networks (DCNNs) are able to identify faces on par with humans. Here, the authors record neuronal activity from higher visual areas in humans and show that face-selective responses in the brain show similarity to those in the intermediate layers of the DCNN.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
10
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.98fc9d58d49400dacc21b3515cf7cb8
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-019-12623-6