Connecting concepts in the brain by mapping cortical representations of semantic relations

Researchers leverage advances in machine learning to study the brain’s mechanism for natural language processing. Results suggest that the brain represents a continuous semantic space and uses distributed cortical networks for differential coding of semantic relations.

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Autores principales: Yizhen Zhang, Kuan Han, Robert Worth, Zhongming Liu
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2020
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Acceso en línea:https://doaj.org/article/e99f69ca19b24eca9c4bfaffecacba19
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spelling oai:doaj.org-article:e99f69ca19b24eca9c4bfaffecacba192021-12-02T14:40:51ZConnecting concepts in the brain by mapping cortical representations of semantic relations10.1038/s41467-020-15804-w2041-1723https://doaj.org/article/e99f69ca19b24eca9c4bfaffecacba192020-04-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-15804-whttps://doaj.org/toc/2041-1723Researchers leverage advances in machine learning to study the brain’s mechanism for natural language processing. Results suggest that the brain represents a continuous semantic space and uses distributed cortical networks for differential coding of semantic relations.Yizhen ZhangKuan HanRobert WorthZhongming LiuNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-13 (2020)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Yizhen Zhang
Kuan Han
Robert Worth
Zhongming Liu
Connecting concepts in the brain by mapping cortical representations of semantic relations
description Researchers leverage advances in machine learning to study the brain’s mechanism for natural language processing. Results suggest that the brain represents a continuous semantic space and uses distributed cortical networks for differential coding of semantic relations.
format article
author Yizhen Zhang
Kuan Han
Robert Worth
Zhongming Liu
author_facet Yizhen Zhang
Kuan Han
Robert Worth
Zhongming Liu
author_sort Yizhen Zhang
title Connecting concepts in the brain by mapping cortical representations of semantic relations
title_short Connecting concepts in the brain by mapping cortical representations of semantic relations
title_full Connecting concepts in the brain by mapping cortical representations of semantic relations
title_fullStr Connecting concepts in the brain by mapping cortical representations of semantic relations
title_full_unstemmed Connecting concepts in the brain by mapping cortical representations of semantic relations
title_sort connecting concepts in the brain by mapping cortical representations of semantic relations
publisher Nature Portfolio
publishDate 2020
url https://doaj.org/article/e99f69ca19b24eca9c4bfaffecacba19
work_keys_str_mv AT yizhenzhang connectingconceptsinthebrainbymappingcorticalrepresentationsofsemanticrelations
AT kuanhan connectingconceptsinthebrainbymappingcorticalrepresentationsofsemanticrelations
AT robertworth connectingconceptsinthebrainbymappingcorticalrepresentationsofsemanticrelations
AT zhongmingliu connectingconceptsinthebrainbymappingcorticalrepresentationsofsemanticrelations
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