Scaling of sensory information in large neural populations shows signatures of information-limiting correlations

Information regarding a sensory stimulus is distributed in activity of neuronal populations. Here the authors show stimulus information scales sub-linearly with the number of neurons in mouse visual cortex due to correlated noise and may saturate in far fewer numbers of neurons than the total in V1.

Guardado en:

Detalles Bibliográficos
Autores principales:	MohammadMehdi Kafashan, Anna W. Jaffe, Selmaan N. Chettih, Ramon Nogueira, Iñigo Arandia-Romero, Christopher D. Harvey, Rubén Moreno-Bote, Jan Drugowitsch
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/c300a7f699274eddbbdfcd36d291bf79
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:c300a7f699274eddbbdfcd36d291bf79
record_format	dspace
spelling	oai:doaj.org-article:c300a7f699274eddbbdfcd36d291bf792021-12-02T13:51:03ZScaling of sensory information in large neural populations shows signatures of information-limiting correlations10.1038/s41467-020-20722-y2041-1723https://doaj.org/article/c300a7f699274eddbbdfcd36d291bf792021-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-20722-yhttps://doaj.org/toc/2041-1723Information regarding a sensory stimulus is distributed in activity of neuronal populations. Here the authors show stimulus information scales sub-linearly with the number of neurons in mouse visual cortex due to correlated noise and may saturate in far fewer numbers of neurons than the total in V1.MohammadMehdi KafashanAnna W. JaffeSelmaan N. ChettihRamon NogueiraIñigo Arandia-RomeroChristopher D. HarveyRubén Moreno-BoteJan DrugowitschNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-16 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q MohammadMehdi Kafashan Anna W. Jaffe Selmaan N. Chettih Ramon Nogueira Iñigo Arandia-Romero Christopher D. Harvey Rubén Moreno-Bote Jan Drugowitsch Scaling of sensory information in large neural populations shows signatures of information-limiting correlations
description	Information regarding a sensory stimulus is distributed in activity of neuronal populations. Here the authors show stimulus information scales sub-linearly with the number of neurons in mouse visual cortex due to correlated noise and may saturate in far fewer numbers of neurons than the total in V1.
format	article
author	MohammadMehdi Kafashan Anna W. Jaffe Selmaan N. Chettih Ramon Nogueira Iñigo Arandia-Romero Christopher D. Harvey Rubén Moreno-Bote Jan Drugowitsch
author_facet	MohammadMehdi Kafashan Anna W. Jaffe Selmaan N. Chettih Ramon Nogueira Iñigo Arandia-Romero Christopher D. Harvey Rubén Moreno-Bote Jan Drugowitsch
author_sort	MohammadMehdi Kafashan
title	Scaling of sensory information in large neural populations shows signatures of information-limiting correlations
title_short	Scaling of sensory information in large neural populations shows signatures of information-limiting correlations
title_full	Scaling of sensory information in large neural populations shows signatures of information-limiting correlations
title_fullStr	Scaling of sensory information in large neural populations shows signatures of information-limiting correlations
title_full_unstemmed	Scaling of sensory information in large neural populations shows signatures of information-limiting correlations
title_sort	scaling of sensory information in large neural populations shows signatures of information-limiting correlations
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/c300a7f699274eddbbdfcd36d291bf79
work_keys_str_mv	AT mohammadmehdikafashan scalingofsensoryinformationinlargeneuralpopulationsshowssignaturesofinformationlimitingcorrelations AT annawjaffe scalingofsensoryinformationinlargeneuralpopulationsshowssignaturesofinformationlimitingcorrelations AT selmaannchettih scalingofsensoryinformationinlargeneuralpopulationsshowssignaturesofinformationlimitingcorrelations AT ramonnogueira scalingofsensoryinformationinlargeneuralpopulationsshowssignaturesofinformationlimitingcorrelations AT inigoarandiaromero scalingofsensoryinformationinlargeneuralpopulationsshowssignaturesofinformationlimitingcorrelations AT christopherdharvey scalingofsensoryinformationinlargeneuralpopulationsshowssignaturesofinformationlimitingcorrelations AT rubenmorenobote scalingofsensoryinformationinlargeneuralpopulationsshowssignaturesofinformationlimitingcorrelations AT jandrugowitsch scalingofsensoryinformationinlargeneuralpopulationsshowssignaturesofinformationlimitingcorrelations
_version_	1718392463080554496

Scaling of sensory information in large neural populations shows signatures of information-limiting correlations

Ejemplares similares