Somatodendritic consistency check for temporal feature segmentation

The authors propose a learning rule for a neuron model with dendrite. In their model, somatodendritic interaction implements self-supervised learning applicable to a wide range of sequence learning tasks, including spike pattern detection, chunking temporal input and blind source separation.

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Detalles Bibliográficos
Autores principales:	Toshitake Asabuki, Tomoki Fukai
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/bca74058d2934f1ea7f00b93a28b4a33
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id	oai:doaj.org-article:bca74058d2934f1ea7f00b93a28b4a33
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spelling	oai:doaj.org-article:bca74058d2934f1ea7f00b93a28b4a332021-12-02T15:39:25ZSomatodendritic consistency check for temporal feature segmentation10.1038/s41467-020-15367-w2041-1723https://doaj.org/article/bca74058d2934f1ea7f00b93a28b4a332020-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-15367-whttps://doaj.org/toc/2041-1723The authors propose a learning rule for a neuron model with dendrite. In their model, somatodendritic interaction implements self-supervised learning applicable to a wide range of sequence learning tasks, including spike pattern detection, chunking temporal input and blind source separation.Toshitake AsabukiTomoki FukaiNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-13 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Toshitake Asabuki Tomoki Fukai Somatodendritic consistency check for temporal feature segmentation
description	The authors propose a learning rule for a neuron model with dendrite. In their model, somatodendritic interaction implements self-supervised learning applicable to a wide range of sequence learning tasks, including spike pattern detection, chunking temporal input and blind source separation.
format	article
author	Toshitake Asabuki Tomoki Fukai
author_facet	Toshitake Asabuki Tomoki Fukai
author_sort	Toshitake Asabuki
title	Somatodendritic consistency check for temporal feature segmentation
title_short	Somatodendritic consistency check for temporal feature segmentation
title_full	Somatodendritic consistency check for temporal feature segmentation
title_fullStr	Somatodendritic consistency check for temporal feature segmentation
title_full_unstemmed	Somatodendritic consistency check for temporal feature segmentation
title_sort	somatodendritic consistency check for temporal feature segmentation
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/bca74058d2934f1ea7f00b93a28b4a33
work_keys_str_mv	AT toshitakeasabuki somatodendriticconsistencycheckfortemporalfeaturesegmentation AT tomokifukai somatodendriticconsistencycheckfortemporalfeaturesegmentation
_version_	1718385955734290432

Somatodendritic consistency check for temporal feature segmentation

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