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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Nature Portfolio
2020
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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) |
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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 |
_version_ |
1718390144313065472 |