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Key Bifurcations of Bursting Polyrhythms in 3-Cell Central Pattern Generators

We identify and describe the key qualitative rhythmic states in various 3-cell network motifs of a multifunctional central pattern generator (CPG). Such CPGs are neural microcircuits of cells whose synergetic interactions produce multiple states with distinct phase-locked patterns of bursting activi...

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Autores principales: Wojcik, Jeremy, Schwabedal, Justus, Clewley, Robert, Shilnikov, Andrey L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3989192/
https://www.ncbi.nlm.nih.gov/pubmed/24739943
http://dx.doi.org/10.1371/journal.pone.0092918
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author Wojcik, Jeremy
Schwabedal, Justus
Clewley, Robert
Shilnikov, Andrey L.
author_facet Wojcik, Jeremy
Schwabedal, Justus
Clewley, Robert
Shilnikov, Andrey L.
author_sort Wojcik, Jeremy
collection PubMed
description We identify and describe the key qualitative rhythmic states in various 3-cell network motifs of a multifunctional central pattern generator (CPG). Such CPGs are neural microcircuits of cells whose synergetic interactions produce multiple states with distinct phase-locked patterns of bursting activity. To study biologically plausible CPG models, we develop a suite of computational tools that reduce the problem of stability and existence of rhythmic patterns in networks to the bifurcation analysis of fixed points and invariant curves of a Poincaré return maps for phase lags between cells. We explore different functional possibilities for motifs involving symmetry breaking and heterogeneity. This is achieved by varying coupling properties of the synapses between the cells and studying the qualitative changes in the structure of the corresponding return maps. Our findings provide a systematic basis for understanding plausible biophysical mechanisms for the regulation of rhythmic patterns generated by various CPGs in the context of motor control such as gait-switching in locomotion. Our analysis does not require knowledge of the equations modeling the system and provides a powerful qualitative approach to studying detailed models of rhythmic behavior. Thus, our approach is applicable to a wide range of biological phenomena beyond motor control.
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spelling pubmed-39891922014-04-21 Key Bifurcations of Bursting Polyrhythms in 3-Cell Central Pattern Generators Wojcik, Jeremy Schwabedal, Justus Clewley, Robert Shilnikov, Andrey L. PLoS One Research Article We identify and describe the key qualitative rhythmic states in various 3-cell network motifs of a multifunctional central pattern generator (CPG). Such CPGs are neural microcircuits of cells whose synergetic interactions produce multiple states with distinct phase-locked patterns of bursting activity. To study biologically plausible CPG models, we develop a suite of computational tools that reduce the problem of stability and existence of rhythmic patterns in networks to the bifurcation analysis of fixed points and invariant curves of a Poincaré return maps for phase lags between cells. We explore different functional possibilities for motifs involving symmetry breaking and heterogeneity. This is achieved by varying coupling properties of the synapses between the cells and studying the qualitative changes in the structure of the corresponding return maps. Our findings provide a systematic basis for understanding plausible biophysical mechanisms for the regulation of rhythmic patterns generated by various CPGs in the context of motor control such as gait-switching in locomotion. Our analysis does not require knowledge of the equations modeling the system and provides a powerful qualitative approach to studying detailed models of rhythmic behavior. Thus, our approach is applicable to a wide range of biological phenomena beyond motor control. Public Library of Science 2014-04-16 /pmc/articles/PMC3989192/ /pubmed/24739943 http://dx.doi.org/10.1371/journal.pone.0092918 Text en © 2014 Wojcik et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Wojcik, Jeremy
Schwabedal, Justus
Clewley, Robert
Shilnikov, Andrey L.
Key Bifurcations of Bursting Polyrhythms in 3-Cell Central Pattern Generators
title Key Bifurcations of Bursting Polyrhythms in 3-Cell Central Pattern Generators
title_full Key Bifurcations of Bursting Polyrhythms in 3-Cell Central Pattern Generators
title_fullStr Key Bifurcations of Bursting Polyrhythms in 3-Cell Central Pattern Generators
title_full_unstemmed Key Bifurcations of Bursting Polyrhythms in 3-Cell Central Pattern Generators
title_short Key Bifurcations of Bursting Polyrhythms in 3-Cell Central Pattern Generators
title_sort key bifurcations of bursting polyrhythms in 3-cell central pattern generators
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3989192/
https://www.ncbi.nlm.nih.gov/pubmed/24739943
http://dx.doi.org/10.1371/journal.pone.0092918
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