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Multistability in a star network of Kuramoto-type oscillators with synaptic plasticity

We analyze multistability in a star-type network of phase oscillators with coupling weights governed by phase-difference-dependent plasticity. It is shown that a network with N leaves can evolve into [Formula: see text] various asymptotic states, characterized by different values of the coupling str...

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Autores principales: Ratas, Irmantas, Pyragas, Kestutis, Tass, Peter A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8110549/
https://www.ncbi.nlm.nih.gov/pubmed/33972613
http://dx.doi.org/10.1038/s41598-021-89198-0
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author Ratas, Irmantas
Pyragas, Kestutis
Tass, Peter A.
author_facet Ratas, Irmantas
Pyragas, Kestutis
Tass, Peter A.
author_sort Ratas, Irmantas
collection PubMed
description We analyze multistability in a star-type network of phase oscillators with coupling weights governed by phase-difference-dependent plasticity. It is shown that a network with N leaves can evolve into [Formula: see text] various asymptotic states, characterized by different values of the coupling strength between the hub and the leaves. Starting from the simple case of two coupled oscillators, we develop an analytical approach based on two small parameters [Formula: see text] and [Formula: see text] , where [Formula: see text] is the ratio of the time scales of the phase variables and synaptic weights, and [Formula: see text] defines the sharpness of the plasticity boundary function. The limit [Formula: see text] corresponds to a hard boundary. The analytical results obtained on the model of two oscillators are generalized for multi-leaf star networks. Multistability with [Formula: see text] various asymptotic states is numerically demonstrated for one-, two-, three- and nine-leaf star-type networks.
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spelling pubmed-81105492021-05-12 Multistability in a star network of Kuramoto-type oscillators with synaptic plasticity Ratas, Irmantas Pyragas, Kestutis Tass, Peter A. Sci Rep Article We analyze multistability in a star-type network of phase oscillators with coupling weights governed by phase-difference-dependent plasticity. It is shown that a network with N leaves can evolve into [Formula: see text] various asymptotic states, characterized by different values of the coupling strength between the hub and the leaves. Starting from the simple case of two coupled oscillators, we develop an analytical approach based on two small parameters [Formula: see text] and [Formula: see text] , where [Formula: see text] is the ratio of the time scales of the phase variables and synaptic weights, and [Formula: see text] defines the sharpness of the plasticity boundary function. The limit [Formula: see text] corresponds to a hard boundary. The analytical results obtained on the model of two oscillators are generalized for multi-leaf star networks. Multistability with [Formula: see text] various asymptotic states is numerically demonstrated for one-, two-, three- and nine-leaf star-type networks. Nature Publishing Group UK 2021-05-10 /pmc/articles/PMC8110549/ /pubmed/33972613 http://dx.doi.org/10.1038/s41598-021-89198-0 Text en © The Author(s) 2021, corrected publication 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ratas, Irmantas
Pyragas, Kestutis
Tass, Peter A.
Multistability in a star network of Kuramoto-type oscillators with synaptic plasticity
title Multistability in a star network of Kuramoto-type oscillators with synaptic plasticity
title_full Multistability in a star network of Kuramoto-type oscillators with synaptic plasticity
title_fullStr Multistability in a star network of Kuramoto-type oscillators with synaptic plasticity
title_full_unstemmed Multistability in a star network of Kuramoto-type oscillators with synaptic plasticity
title_short Multistability in a star network of Kuramoto-type oscillators with synaptic plasticity
title_sort multistability in a star network of kuramoto-type oscillators with synaptic plasticity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8110549/
https://www.ncbi.nlm.nih.gov/pubmed/33972613
http://dx.doi.org/10.1038/s41598-021-89198-0
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