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

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.

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Autores principales:	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
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2019
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/e98fc9d58d49400dacc21b3515cf7cb8
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spelling	oai:doaj.org-article:e98fc9d58d49400dacc21b3515cf7cb82021-12-02T14:38:59ZConvergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks10.1038/s41467-019-12623-62041-1723https://doaj.org/article/e98fc9d58d49400dacc21b3515cf7cb82019-10-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-12623-6https://doaj.org/toc/2041-1723Deep 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.Shany GrossmanGuy GazivErin M. YeagleMichal HarelPierre MégevandDavid M. GroppeSimon KhuvisJose L. HerreroMichal IraniAshesh D. MehtaRafael MalachNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-13 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q 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 Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
description	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.
format	article
author	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
author_facet	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
author_sort	Shany Grossman
title	Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
title_short	Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
title_full	Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
title_fullStr	Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
title_full_unstemmed	Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
title_sort	convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
publisher	Nature Portfolio
publishDate	2019
url	https://doaj.org/article/e98fc9d58d49400dacc21b3515cf7cb8
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Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks

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