Quantitative models reveal the organization of diverse cognitive functions in the brain

Quantitative models reveal the organization of diverse cognitive functions in the brain

The authors construct quantitative models of human brain activity evoked by 103 cognitive tasks and reveal the organization of diverse cognitive functions in the brain. Their model, which uses latent cognitive features, predicts brain activity and decodes tasks, even under novel task conditions.

Bibliographic Details
Main Authors: Tomoya Nakai, Shinji Nishimoto
Format: Article
Language:English
Published: Nature Publishing Group 2020-03-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-020-14913-w
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spelling doaj-01cb4516f70444de9654c6f0e79dcb312021-05-11T08:59:13ZengNature Publishing GroupNature Communications2041-17232020-03-0111111210.1038/s41467-020-14913-wQuantitative models reveal the organization of diverse cognitive functions in the brainTomoya Nakai0Shinji Nishimoto1Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology (NICT)Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology (NICT)The authors construct quantitative models of human brain activity evoked by 103 cognitive tasks and reveal the organization of diverse cognitive functions in the brain. Their model, which uses latent cognitive features, predicts brain activity and decodes tasks, even under novel task conditions.https://doi.org/10.1038/s41467-020-14913-w
collection DOAJ
language English
format Article
sources DOAJ
author Tomoya Nakai
Shinji Nishimoto
spellingShingle Tomoya Nakai
Shinji Nishimoto
Quantitative models reveal the organization of diverse cognitive functions in the brain
Nature Communications
author_facet Tomoya Nakai
Shinji Nishimoto
author_sort Tomoya Nakai
title Quantitative models reveal the organization of diverse cognitive functions in the brain
title_short Quantitative models reveal the organization of diverse cognitive functions in the brain
title_full Quantitative models reveal the organization of diverse cognitive functions in the brain
title_fullStr Quantitative models reveal the organization of diverse cognitive functions in the brain
title_full_unstemmed Quantitative models reveal the organization of diverse cognitive functions in the brain
title_sort quantitative models reveal the organization of diverse cognitive functions in the brain
publisher Nature Publishing Group
series Nature Communications
issn 2041-1723
publishDate 2020-03-01
description The authors construct quantitative models of human brain activity evoked by 103 cognitive tasks and reveal the organization of diverse cognitive functions in the brain. Their model, which uses latent cognitive features, predicts brain activity and decodes tasks, even under novel task conditions.
url https://doi.org/10.1038/s41467-020-14913-w
work_keys_str_mv AT tomoyanakai quantitativemodelsrevealtheorganizationofdiversecognitivefunctionsinthebrain
AT shinjinishimoto quantitativemodelsrevealtheorganizationofdiversecognitivefunctionsinthebrain
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