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The Topographical Mapping in Drosophila Central Complex Network and Its Signal Routing

Neural networks regulate brain functions by routing signals. Therefore, investigating the detailed organization of a neural circuit at the cellular levels is a crucial step toward understanding the neural mechanisms of brain functions. To study how a complicated neural circuit is organized, we analy...

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Autores principales: Chang, Po-Yen, Su, Ta-Shun, Shih, Chi-Tin, Lo, Chung-Chuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5385387/
https://www.ncbi.nlm.nih.gov/pubmed/28443014
http://dx.doi.org/10.3389/fninf.2017.00026
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author Chang, Po-Yen
Su, Ta-Shun
Shih, Chi-Tin
Lo, Chung-Chuan
author_facet Chang, Po-Yen
Su, Ta-Shun
Shih, Chi-Tin
Lo, Chung-Chuan
author_sort Chang, Po-Yen
collection PubMed
description Neural networks regulate brain functions by routing signals. Therefore, investigating the detailed organization of a neural circuit at the cellular levels is a crucial step toward understanding the neural mechanisms of brain functions. To study how a complicated neural circuit is organized, we analyzed recently published data on the neural circuit of the Drosophila central complex, a brain structure associated with a variety of functions including sensory integration and coordination of locomotion. We discovered that, except for a small number of “atypical” neuron types, the network structure formed by the identified 194 neuron types can be described by only a few simple mathematical rules. Specifically, the topological mapping formed by these neurons can be reconstructed by applying a generation matrix on a small set of initial neurons. By analyzing how information flows propagate with or without the atypical neurons, we found that while the general pattern of signal propagation in the central complex follows the simple topological mapping formed by the “typical” neurons, some atypical neurons can substantially re-route the signal pathways, implying specific roles of these neurons in sensory signal integration. The present study provides insights into the organization principle and signal integration in the central complex.
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spelling pubmed-53853872017-04-25 The Topographical Mapping in Drosophila Central Complex Network and Its Signal Routing Chang, Po-Yen Su, Ta-Shun Shih, Chi-Tin Lo, Chung-Chuan Front Neuroinform Neuroscience Neural networks regulate brain functions by routing signals. Therefore, investigating the detailed organization of a neural circuit at the cellular levels is a crucial step toward understanding the neural mechanisms of brain functions. To study how a complicated neural circuit is organized, we analyzed recently published data on the neural circuit of the Drosophila central complex, a brain structure associated with a variety of functions including sensory integration and coordination of locomotion. We discovered that, except for a small number of “atypical” neuron types, the network structure formed by the identified 194 neuron types can be described by only a few simple mathematical rules. Specifically, the topological mapping formed by these neurons can be reconstructed by applying a generation matrix on a small set of initial neurons. By analyzing how information flows propagate with or without the atypical neurons, we found that while the general pattern of signal propagation in the central complex follows the simple topological mapping formed by the “typical” neurons, some atypical neurons can substantially re-route the signal pathways, implying specific roles of these neurons in sensory signal integration. The present study provides insights into the organization principle and signal integration in the central complex. Frontiers Media S.A. 2017-04-10 /pmc/articles/PMC5385387/ /pubmed/28443014 http://dx.doi.org/10.3389/fninf.2017.00026 Text en Copyright © 2017 Chang, Su, Shih and Lo. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Chang, Po-Yen
Su, Ta-Shun
Shih, Chi-Tin
Lo, Chung-Chuan
The Topographical Mapping in Drosophila Central Complex Network and Its Signal Routing
title The Topographical Mapping in Drosophila Central Complex Network and Its Signal Routing
title_full The Topographical Mapping in Drosophila Central Complex Network and Its Signal Routing
title_fullStr The Topographical Mapping in Drosophila Central Complex Network and Its Signal Routing
title_full_unstemmed The Topographical Mapping in Drosophila Central Complex Network and Its Signal Routing
title_short The Topographical Mapping in Drosophila Central Complex Network and Its Signal Routing
title_sort topographical mapping in drosophila central complex network and its signal routing
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5385387/
https://www.ncbi.nlm.nih.gov/pubmed/28443014
http://dx.doi.org/10.3389/fninf.2017.00026
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