Transferring structural knowledge across cognitive maps in humans and models

Humans are able to exploit patterns or schemas when performing new tasks, but the mechanism for this ability is still unknown. Using graph-learning tasks, we show that humans are able to transfer abstract structural knowledge and suggest a computational mechanism by which such transfer can occur.

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Auteurs principaux:	Shirley Mark, Rani Moran, Thomas Parr, Steve W. Kennerley, Timothy E. J. Behrens
Format:	article
Langue:	EN
Publié:	Nature Portfolio 2020
Sujets:	Science Q
Accès en ligne:	https://doaj.org/article/50b4fbbb70c24f5d9b52f0348b91874a
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id	oai:doaj.org-article:50b4fbbb70c24f5d9b52f0348b91874a
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spelling	oai:doaj.org-article:50b4fbbb70c24f5d9b52f0348b91874a2021-12-02T15:15:24ZTransferring structural knowledge across cognitive maps in humans and models10.1038/s41467-020-18254-62041-1723https://doaj.org/article/50b4fbbb70c24f5d9b52f0348b91874a2020-09-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-18254-6https://doaj.org/toc/2041-1723Humans are able to exploit patterns or schemas when performing new tasks, but the mechanism for this ability is still unknown. Using graph-learning tasks, we show that humans are able to transfer abstract structural knowledge and suggest a computational mechanism by which such transfer can occur.Shirley MarkRani MoranThomas ParrSteve W. KennerleyTimothy E. J. BehrensNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-12 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Shirley Mark Rani Moran Thomas Parr Steve W. Kennerley Timothy E. J. Behrens Transferring structural knowledge across cognitive maps in humans and models
description	Humans are able to exploit patterns or schemas when performing new tasks, but the mechanism for this ability is still unknown. Using graph-learning tasks, we show that humans are able to transfer abstract structural knowledge and suggest a computational mechanism by which such transfer can occur.
format	article
author	Shirley Mark Rani Moran Thomas Parr Steve W. Kennerley Timothy E. J. Behrens
author_facet	Shirley Mark Rani Moran Thomas Parr Steve W. Kennerley Timothy E. J. Behrens
author_sort	Shirley Mark
title	Transferring structural knowledge across cognitive maps in humans and models
title_short	Transferring structural knowledge across cognitive maps in humans and models
title_full	Transferring structural knowledge across cognitive maps in humans and models
title_fullStr	Transferring structural knowledge across cognitive maps in humans and models
title_full_unstemmed	Transferring structural knowledge across cognitive maps in humans and models
title_sort	transferring structural knowledge across cognitive maps in humans and models
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/50b4fbbb70c24f5d9b52f0348b91874a
work_keys_str_mv	AT shirleymark transferringstructuralknowledgeacrosscognitivemapsinhumansandmodels AT ranimoran transferringstructuralknowledgeacrosscognitivemapsinhumansandmodels AT thomasparr transferringstructuralknowledgeacrosscognitivemapsinhumansandmodels AT stevewkennerley transferringstructuralknowledgeacrosscognitivemapsinhumansandmodels AT timothyejbehrens transferringstructuralknowledgeacrosscognitivemapsinhumansandmodels
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Transferring structural knowledge across cognitive maps in humans and models

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