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Symmetry group factorization reveals the structure-function relation in the neural connectome of Caenorhabditis elegans

The neural connectome of the nematode Caenorhabditis elegans has been completely mapped, yet in spite of being one of the smallest connectomes (302 neurons), the design principles that explain how the connectome structure determines its function remain unknown. Here, we find symmetries in the locomo...

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Autores principales: Morone, Flaviano, Makse, Hernán A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6823386/
https://www.ncbi.nlm.nih.gov/pubmed/31672985
http://dx.doi.org/10.1038/s41467-019-12675-8
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author Morone, Flaviano
Makse, Hernán A.
author_facet Morone, Flaviano
Makse, Hernán A.
author_sort Morone, Flaviano
collection PubMed
description The neural connectome of the nematode Caenorhabditis elegans has been completely mapped, yet in spite of being one of the smallest connectomes (302 neurons), the design principles that explain how the connectome structure determines its function remain unknown. Here, we find symmetries in the locomotion neural circuit of C. elegans, each characterized by its own symmetry group which can be factorized into the direct product of normal subgroups. The action of these normal subgroups partitions the connectome into sectors of neurons that match broad functional categories. Furthermore, symmetry principles predict the existence of novel finer structures inside these normal subgroups forming feedforward and recurrent networks made of blocks of imprimitivity. These blocks constitute structures made of circulant matrices nested in a hierarchy of block-circulant matrices, whose functionality is understood in terms of neural processing filters responsible for fast processing of information.
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spelling pubmed-68233862019-11-04 Symmetry group factorization reveals the structure-function relation in the neural connectome of Caenorhabditis elegans Morone, Flaviano Makse, Hernán A. Nat Commun Article The neural connectome of the nematode Caenorhabditis elegans has been completely mapped, yet in spite of being one of the smallest connectomes (302 neurons), the design principles that explain how the connectome structure determines its function remain unknown. Here, we find symmetries in the locomotion neural circuit of C. elegans, each characterized by its own symmetry group which can be factorized into the direct product of normal subgroups. The action of these normal subgroups partitions the connectome into sectors of neurons that match broad functional categories. Furthermore, symmetry principles predict the existence of novel finer structures inside these normal subgroups forming feedforward and recurrent networks made of blocks of imprimitivity. These blocks constitute structures made of circulant matrices nested in a hierarchy of block-circulant matrices, whose functionality is understood in terms of neural processing filters responsible for fast processing of information. Nature Publishing Group UK 2019-10-31 /pmc/articles/PMC6823386/ /pubmed/31672985 http://dx.doi.org/10.1038/s41467-019-12675-8 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Morone, Flaviano
Makse, Hernán A.
Symmetry group factorization reveals the structure-function relation in the neural connectome of Caenorhabditis elegans
title Symmetry group factorization reveals the structure-function relation in the neural connectome of Caenorhabditis elegans
title_full Symmetry group factorization reveals the structure-function relation in the neural connectome of Caenorhabditis elegans
title_fullStr Symmetry group factorization reveals the structure-function relation in the neural connectome of Caenorhabditis elegans
title_full_unstemmed Symmetry group factorization reveals the structure-function relation in the neural connectome of Caenorhabditis elegans
title_short Symmetry group factorization reveals the structure-function relation in the neural connectome of Caenorhabditis elegans
title_sort symmetry group factorization reveals the structure-function relation in the neural connectome of caenorhabditis elegans
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6823386/
https://www.ncbi.nlm.nih.gov/pubmed/31672985
http://dx.doi.org/10.1038/s41467-019-12675-8
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