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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Nature Portfolio
2021
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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) |
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DOAJ |
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DOAJ |
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EN |
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Biology (General) QH301-705.5 |
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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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