Towards a new approach to reveal dynamical organization of the brain using topological data analysis

Approaches describing how the brain changes to accomplish cognitive tasks tend to rely on collapsed data. Here, authors present a new approach that maintains high dimensionality and use it to describe individual differences in how brain activity is represented and organized across different cognitiv...

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Autores principales:	Manish Saggar, Olaf Sporns, Javier Gonzalez-Castillo, Peter A. Bandettini, Gunnar Carlsson, Gary Glover, Allan L. Reiss
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/7bc4eda0021947ed9664fe8de5dbd59a
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spelling	oai:doaj.org-article:7bc4eda0021947ed9664fe8de5dbd59a2021-12-02T14:39:26ZTowards a new approach to reveal dynamical organization of the brain using topological data analysis10.1038/s41467-018-03664-42041-1723https://doaj.org/article/7bc4eda0021947ed9664fe8de5dbd59a2018-04-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-03664-4https://doaj.org/toc/2041-1723Approaches describing how the brain changes to accomplish cognitive tasks tend to rely on collapsed data. Here, authors present a new approach that maintains high dimensionality and use it to describe individual differences in how brain activity is represented and organized across different cognitive tasks.Manish SaggarOlaf SpornsJavier Gonzalez-CastilloPeter A. BandettiniGunnar CarlssonGary GloverAllan L. ReissNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-14 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Manish Saggar Olaf Sporns Javier Gonzalez-Castillo Peter A. Bandettini Gunnar Carlsson Gary Glover Allan L. Reiss Towards a new approach to reveal dynamical organization of the brain using topological data analysis
description	Approaches describing how the brain changes to accomplish cognitive tasks tend to rely on collapsed data. Here, authors present a new approach that maintains high dimensionality and use it to describe individual differences in how brain activity is represented and organized across different cognitive tasks.
format	article
author	Manish Saggar Olaf Sporns Javier Gonzalez-Castillo Peter A. Bandettini Gunnar Carlsson Gary Glover Allan L. Reiss
author_facet	Manish Saggar Olaf Sporns Javier Gonzalez-Castillo Peter A. Bandettini Gunnar Carlsson Gary Glover Allan L. Reiss
author_sort	Manish Saggar
title	Towards a new approach to reveal dynamical organization of the brain using topological data analysis
title_short	Towards a new approach to reveal dynamical organization of the brain using topological data analysis
title_full	Towards a new approach to reveal dynamical organization of the brain using topological data analysis
title_fullStr	Towards a new approach to reveal dynamical organization of the brain using topological data analysis
title_full_unstemmed	Towards a new approach to reveal dynamical organization of the brain using topological data analysis
title_sort	towards a new approach to reveal dynamical organization of the brain using topological data analysis
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/7bc4eda0021947ed9664fe8de5dbd59a
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Towards a new approach to reveal dynamical organization of the brain using topological data analysis

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