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Chimera states in uncoupled neurons induced by a multilayer structure

Spatial coexistence of coherent and incoherent dynamics in network of coupled oscillators is called a chimera state. We study such chimera states in a network of neurons without any direct interactions but connected through another medium of neurons, forming a multilayer structure. The upper layer i...

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Detalles Bibliográficos
Autores principales: Majhi, Soumen, Perc, Matjaž, Ghosh, Dibakar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5153648/
https://www.ncbi.nlm.nih.gov/pubmed/27958355
http://dx.doi.org/10.1038/srep39033
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author Majhi, Soumen
Perc, Matjaž
Ghosh, Dibakar
author_facet Majhi, Soumen
Perc, Matjaž
Ghosh, Dibakar
author_sort Majhi, Soumen
collection PubMed
description Spatial coexistence of coherent and incoherent dynamics in network of coupled oscillators is called a chimera state. We study such chimera states in a network of neurons without any direct interactions but connected through another medium of neurons, forming a multilayer structure. The upper layer is thus made up of uncoupled neurons and the lower layer plays the role of a medium through which the neurons in the upper layer share information among each other. Hindmarsh-Rose neurons with square wave bursting dynamics are considered as nodes in both layers. In addition, we also discuss the existence of chimera states in presence of inter layer heterogeneity. The neurons in the bottom layer are globally connected through electrical synapses, while across the two layers chemical synapses are formed. According to our research, the competing effects of these two types of synapses can lead to chimera states in the upper layer of uncoupled neurons. Remarkably, we find a density-dependent threshold for the emergence of chimera states in uncoupled neurons, similar to the quorum sensing transition to a synchronized state. Finally, we examine the impact of both homogeneous and heterogeneous inter-layer information transmission delays on the observed chimera states over a wide parameter space.
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spelling pubmed-51536482016-12-28 Chimera states in uncoupled neurons induced by a multilayer structure Majhi, Soumen Perc, Matjaž Ghosh, Dibakar Sci Rep Article Spatial coexistence of coherent and incoherent dynamics in network of coupled oscillators is called a chimera state. We study such chimera states in a network of neurons without any direct interactions but connected through another medium of neurons, forming a multilayer structure. The upper layer is thus made up of uncoupled neurons and the lower layer plays the role of a medium through which the neurons in the upper layer share information among each other. Hindmarsh-Rose neurons with square wave bursting dynamics are considered as nodes in both layers. In addition, we also discuss the existence of chimera states in presence of inter layer heterogeneity. The neurons in the bottom layer are globally connected through electrical synapses, while across the two layers chemical synapses are formed. According to our research, the competing effects of these two types of synapses can lead to chimera states in the upper layer of uncoupled neurons. Remarkably, we find a density-dependent threshold for the emergence of chimera states in uncoupled neurons, similar to the quorum sensing transition to a synchronized state. Finally, we examine the impact of both homogeneous and heterogeneous inter-layer information transmission delays on the observed chimera states over a wide parameter space. Nature Publishing Group 2016-12-13 /pmc/articles/PMC5153648/ /pubmed/27958355 http://dx.doi.org/10.1038/srep39033 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Majhi, Soumen
Perc, Matjaž
Ghosh, Dibakar
Chimera states in uncoupled neurons induced by a multilayer structure
title Chimera states in uncoupled neurons induced by a multilayer structure
title_full Chimera states in uncoupled neurons induced by a multilayer structure
title_fullStr Chimera states in uncoupled neurons induced by a multilayer structure
title_full_unstemmed Chimera states in uncoupled neurons induced by a multilayer structure
title_short Chimera states in uncoupled neurons induced by a multilayer structure
title_sort chimera states in uncoupled neurons induced by a multilayer structure
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5153648/
https://www.ncbi.nlm.nih.gov/pubmed/27958355
http://dx.doi.org/10.1038/srep39033
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