Mapping higher-order relations between brain structure and function with embedded vector representations of connectomes

The function of a brain region is determined by the network it is embedded in. Here the authors implement the word2vec algorithm for connectomes generating a vector embedding of the connectivity structure for each node allowing inference about functional relationships between brain regions.

Guardado en:

Detalles Bibliográficos
Autores principales:	Gideon Rosenthal, František Váša, Alessandra Griffa, Patric Hagmann, Enrico Amico, Joaquín Goñi, Galia Avidan, Olaf Sporns
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/8612b8fb7d5a49ac836a4f5c1b82ea5a
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:8612b8fb7d5a49ac836a4f5c1b82ea5a
record_format	dspace
spelling	oai:doaj.org-article:8612b8fb7d5a49ac836a4f5c1b82ea5a2021-12-02T17:31:31ZMapping higher-order relations between brain structure and function with embedded vector representations of connectomes10.1038/s41467-018-04614-w2041-1723https://doaj.org/article/8612b8fb7d5a49ac836a4f5c1b82ea5a2018-06-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-04614-whttps://doaj.org/toc/2041-1723The function of a brain region is determined by the network it is embedded in. Here the authors implement the word2vec algorithm for connectomes generating a vector embedding of the connectivity structure for each node allowing inference about functional relationships between brain regions.Gideon RosenthalFrantišek VášaAlessandra GriffaPatric HagmannEnrico AmicoJoaquín GoñiGalia AvidanOlaf SpornsNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-12 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Gideon Rosenthal František Váša Alessandra Griffa Patric Hagmann Enrico Amico Joaquín Goñi Galia Avidan Olaf Sporns Mapping higher-order relations between brain structure and function with embedded vector representations of connectomes
description	The function of a brain region is determined by the network it is embedded in. Here the authors implement the word2vec algorithm for connectomes generating a vector embedding of the connectivity structure for each node allowing inference about functional relationships between brain regions.
format	article
author	Gideon Rosenthal František Váša Alessandra Griffa Patric Hagmann Enrico Amico Joaquín Goñi Galia Avidan Olaf Sporns
author_facet	Gideon Rosenthal František Váša Alessandra Griffa Patric Hagmann Enrico Amico Joaquín Goñi Galia Avidan Olaf Sporns
author_sort	Gideon Rosenthal
title	Mapping higher-order relations between brain structure and function with embedded vector representations of connectomes
title_short	Mapping higher-order relations between brain structure and function with embedded vector representations of connectomes
title_full	Mapping higher-order relations between brain structure and function with embedded vector representations of connectomes
title_fullStr	Mapping higher-order relations between brain structure and function with embedded vector representations of connectomes
title_full_unstemmed	Mapping higher-order relations between brain structure and function with embedded vector representations of connectomes
title_sort	mapping higher-order relations between brain structure and function with embedded vector representations of connectomes
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/8612b8fb7d5a49ac836a4f5c1b82ea5a
work_keys_str_mv	AT gideonrosenthal mappinghigherorderrelationsbetweenbrainstructureandfunctionwithembeddedvectorrepresentationsofconnectomes AT frantisekvasa mappinghigherorderrelationsbetweenbrainstructureandfunctionwithembeddedvectorrepresentationsofconnectomes AT alessandragriffa mappinghigherorderrelationsbetweenbrainstructureandfunctionwithembeddedvectorrepresentationsofconnectomes AT patrichagmann mappinghigherorderrelationsbetweenbrainstructureandfunctionwithembeddedvectorrepresentationsofconnectomes AT enricoamico mappinghigherorderrelationsbetweenbrainstructureandfunctionwithembeddedvectorrepresentationsofconnectomes AT joaquingoni mappinghigherorderrelationsbetweenbrainstructureandfunctionwithembeddedvectorrepresentationsofconnectomes AT galiaavidan mappinghigherorderrelationsbetweenbrainstructureandfunctionwithembeddedvectorrepresentationsofconnectomes AT olafsporns mappinghigherorderrelationsbetweenbrainstructureandfunctionwithembeddedvectorrepresentationsofconnectomes
_version_	1718380565109932032

Mapping higher-order relations between brain structure and function with embedded vector representations of connectomes

Ejemplares similares