Deep learning identifies partially overlapping subnetworks in the human social brain

Kiesow et al. use deep learning to identify partially overlapping subnetworks in the human social brain at the population level. They also demonstrate that the learned subnetwork representations can be used to predict social traits.

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Autores principales: Hannah Kiesow, R. Nathan Spreng, Avram J. Holmes, M. Mallar Chakravarty, Andre F. Marquand, B. T. Thomas Yeo, Danilo Bzdok
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/a4a9ee00209e42d1ad60de05bb5730c4
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spelling oai:doaj.org-article:a4a9ee00209e42d1ad60de05bb5730c42021-12-02T15:22:54ZDeep learning identifies partially overlapping subnetworks in the human social brain10.1038/s42003-020-01559-z2399-3642https://doaj.org/article/a4a9ee00209e42d1ad60de05bb5730c42021-01-01T00:00:00Zhttps://doi.org/10.1038/s42003-020-01559-zhttps://doaj.org/toc/2399-3642Kiesow et al. use deep learning to identify partially overlapping subnetworks in the human social brain at the population level. They also demonstrate that the learned subnetwork representations can be used to predict social traits.Hannah KiesowR. Nathan SprengAvram J. HolmesM. Mallar ChakravartyAndre F. MarquandB. T. Thomas YeoDanilo BzdokNature PortfolioarticleBiology (General)QH301-705.5ENCommunications Biology, Vol 4, Iss 1, Pp 1-14 (2021)
institution DOAJ
collection DOAJ
language EN
topic Biology (General)
QH301-705.5
spellingShingle Biology (General)
QH301-705.5
Hannah Kiesow
R. Nathan Spreng
Avram J. Holmes
M. Mallar Chakravarty
Andre F. Marquand
B. T. Thomas Yeo
Danilo Bzdok
Deep learning identifies partially overlapping subnetworks in the human social brain
description Kiesow et al. use deep learning to identify partially overlapping subnetworks in the human social brain at the population level. They also demonstrate that the learned subnetwork representations can be used to predict social traits.
format article
author Hannah Kiesow
R. Nathan Spreng
Avram J. Holmes
M. Mallar Chakravarty
Andre F. Marquand
B. T. Thomas Yeo
Danilo Bzdok
author_facet Hannah Kiesow
R. Nathan Spreng
Avram J. Holmes
M. Mallar Chakravarty
Andre F. Marquand
B. T. Thomas Yeo
Danilo Bzdok
author_sort Hannah Kiesow
title Deep learning identifies partially overlapping subnetworks in the human social brain
title_short Deep learning identifies partially overlapping subnetworks in the human social brain
title_full Deep learning identifies partially overlapping subnetworks in the human social brain
title_fullStr Deep learning identifies partially overlapping subnetworks in the human social brain
title_full_unstemmed Deep learning identifies partially overlapping subnetworks in the human social brain
title_sort deep learning identifies partially overlapping subnetworks in the human social brain
publisher Nature Portfolio
publishDate 2021
url https://doaj.org/article/a4a9ee00209e42d1ad60de05bb5730c4
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