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Fast–Slow Bursters in the Unfolding of a High Codimension Singularity and the Ultra-slow Transitions of Classes

Bursting is a phenomenon found in a variety of physical and biological systems. For example, in neuroscience, bursting is believed to play a key role in the way information is transferred in the nervous system. In this work, we propose a model that, appropriately tuned, can display several types of...

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Autores principales: Saggio, Maria Luisa, Spiegler, Andreas, Bernard, Christophe, Jirsa, Viktor K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5526832/
https://www.ncbi.nlm.nih.gov/pubmed/28744735
http://dx.doi.org/10.1186/s13408-017-0050-8
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author Saggio, Maria Luisa
Spiegler, Andreas
Bernard, Christophe
Jirsa, Viktor K.
author_facet Saggio, Maria Luisa
Spiegler, Andreas
Bernard, Christophe
Jirsa, Viktor K.
author_sort Saggio, Maria Luisa
collection PubMed
description Bursting is a phenomenon found in a variety of physical and biological systems. For example, in neuroscience, bursting is believed to play a key role in the way information is transferred in the nervous system. In this work, we propose a model that, appropriately tuned, can display several types of bursting behaviors. The model contains two subsystems acting at different time scales. For the fast subsystem we use the planar unfolding of a high codimension singularity. In its bifurcation diagram, we locate paths that underlie the right sequence of bifurcations necessary for bursting. The slow subsystem steers the fast one back and forth along these paths leading to bursting behavior. The model is able to produce almost all the classes of bursting predicted for systems with a planar fast subsystem. Transitions between classes can be obtained through an ultra-slow modulation of the model’s parameters. A detailed exploration of the parameter space allows predicting possible transitions. This provides a single framework to understand the coexistence of diverse bursting patterns in physical and biological systems or in models.
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spelling pubmed-55268322017-08-10 Fast–Slow Bursters in the Unfolding of a High Codimension Singularity and the Ultra-slow Transitions of Classes Saggio, Maria Luisa Spiegler, Andreas Bernard, Christophe Jirsa, Viktor K. J Math Neurosci Research Bursting is a phenomenon found in a variety of physical and biological systems. For example, in neuroscience, bursting is believed to play a key role in the way information is transferred in the nervous system. In this work, we propose a model that, appropriately tuned, can display several types of bursting behaviors. The model contains two subsystems acting at different time scales. For the fast subsystem we use the planar unfolding of a high codimension singularity. In its bifurcation diagram, we locate paths that underlie the right sequence of bifurcations necessary for bursting. The slow subsystem steers the fast one back and forth along these paths leading to bursting behavior. The model is able to produce almost all the classes of bursting predicted for systems with a planar fast subsystem. Transitions between classes can be obtained through an ultra-slow modulation of the model’s parameters. A detailed exploration of the parameter space allows predicting possible transitions. This provides a single framework to understand the coexistence of diverse bursting patterns in physical and biological systems or in models. Springer Berlin Heidelberg 2017-07-25 /pmc/articles/PMC5526832/ /pubmed/28744735 http://dx.doi.org/10.1186/s13408-017-0050-8 Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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.
spellingShingle Research
Saggio, Maria Luisa
Spiegler, Andreas
Bernard, Christophe
Jirsa, Viktor K.
Fast–Slow Bursters in the Unfolding of a High Codimension Singularity and the Ultra-slow Transitions of Classes
title Fast–Slow Bursters in the Unfolding of a High Codimension Singularity and the Ultra-slow Transitions of Classes
title_full Fast–Slow Bursters in the Unfolding of a High Codimension Singularity and the Ultra-slow Transitions of Classes
title_fullStr Fast–Slow Bursters in the Unfolding of a High Codimension Singularity and the Ultra-slow Transitions of Classes
title_full_unstemmed Fast–Slow Bursters in the Unfolding of a High Codimension Singularity and the Ultra-slow Transitions of Classes
title_short Fast–Slow Bursters in the Unfolding of a High Codimension Singularity and the Ultra-slow Transitions of Classes
title_sort fast–slow bursters in the unfolding of a high codimension singularity and the ultra-slow transitions of classes
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5526832/
https://www.ncbi.nlm.nih.gov/pubmed/28744735
http://dx.doi.org/10.1186/s13408-017-0050-8
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