Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization

How a neuron integrates sensory information requires knowledge about its functional presynaptic connections. Here the authors report a new method using non-negative matrix factorization to identify the layout of presynaptic bipolar cell inputs onto retinal ganglion cells and predict their responses...

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Autores principales:	Jian K. Liu, Helene M. Schreyer, Arno Onken, Fernando Rozenblit, Mohammad H. Khani, Vidhyasankar Krishnamoorthy, Stefano Panzeri, Tim Gollisch
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2017
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/1b8576f1645f4ef5b2d81aae1f137f57
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spelling	oai:doaj.org-article:1b8576f1645f4ef5b2d81aae1f137f572021-12-02T10:48:10ZInference of neuronal functional circuitry with spike-triggered non-negative matrix factorization10.1038/s41467-017-00156-92041-1723https://doaj.org/article/1b8576f1645f4ef5b2d81aae1f137f572017-07-01T00:00:00Zhttps://doi.org/10.1038/s41467-017-00156-9https://doaj.org/toc/2041-1723How a neuron integrates sensory information requires knowledge about its functional presynaptic connections. Here the authors report a new method using non-negative matrix factorization to identify the layout of presynaptic bipolar cell inputs onto retinal ganglion cells and predict their responses to natural stimuli.Jian K. LiuHelene M. SchreyerArno OnkenFernando RozenblitMohammad H. KhaniVidhyasankar KrishnamoorthyStefano PanzeriTim GollischNature PortfolioarticleScienceQENNature Communications, Vol 8, Iss 1, Pp 1-14 (2017)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Jian K. Liu Helene M. Schreyer Arno Onken Fernando Rozenblit Mohammad H. Khani Vidhyasankar Krishnamoorthy Stefano Panzeri Tim Gollisch Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization
description	How a neuron integrates sensory information requires knowledge about its functional presynaptic connections. Here the authors report a new method using non-negative matrix factorization to identify the layout of presynaptic bipolar cell inputs onto retinal ganglion cells and predict their responses to natural stimuli.
format	article
author	Jian K. Liu Helene M. Schreyer Arno Onken Fernando Rozenblit Mohammad H. Khani Vidhyasankar Krishnamoorthy Stefano Panzeri Tim Gollisch
author_facet	Jian K. Liu Helene M. Schreyer Arno Onken Fernando Rozenblit Mohammad H. Khani Vidhyasankar Krishnamoorthy Stefano Panzeri Tim Gollisch
author_sort	Jian K. Liu
title	Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization
title_short	Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization
title_full	Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization
title_fullStr	Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization
title_full_unstemmed	Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization
title_sort	inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization
publisher	Nature Portfolio
publishDate	2017
url	https://doaj.org/article/1b8576f1645f4ef5b2d81aae1f137f57
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Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization

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