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An input-output approach to the robust synchronization of dynamical systems with an application to the Hindmarsh-Rose neuronal model
Franci, Alessio; Scardovi, Luca; Chaillet, Antoine
2011In 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011
Peer reviewed
 

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Keywords :
Hindmarsh-Rose neuronal model; Hindmarsh-Rose neurons; Input-output approach; Input/output; Neuronal synchronization; Robust synchronization; Control and Systems Engineering; Modeling and Simulation; Control and Optimization
Abstract :
[en] Motivated by a deeper understanding of the mechanisms involved in neuronal synchronization, we extend an input/output approach recently proposed to analyze networks of nonlinear dynamical operators defined in the extended L2 space. This extension allows to cover a wider class of systems, by tolerating some heterogeneity among the operators involved. We apply this result to a network of heterogeneous Hindmarsh-Rose neurons and provide an analytical justification of rather counter-intuitive synchronization phenomena observed in simulation. © 2011 IEEE.
Disciplines :
Engineering, computing & technology: Multidisciplinary, general & others
Author, co-author :
Franci, Alessio  ;  Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Brain-Inspired Computing ; Univ. Paris Sud 11, L2S - Supélec, 91142, Gifsur-Yvette, France
Scardovi, Luca;  Department of Electrical Engineering and Information Technology, Technische Universität München (TUM), Munich, Germany
Chaillet, Antoine;  Univ. Paris Sud 11, L2S - Supélec, 91142, Gifsur-Yvette, France
Language :
English
Title :
An input-output approach to the robust synchronization of dynamical systems with an application to the Hindmarsh-Rose neuronal model
Publication date :
2011
Event name :
IEEE Conference on Decision and Control and European Control Conference
Event place :
Usa
Event date :
12-12-2011 => 15-12-2011
Main work title :
2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011
Publisher :
Institute of Electrical and Electronics Engineers Inc.
ISBN/EAN :
978-1-61284-800-6
Peer reviewed :
Peer reviewed
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since 26 May 2023

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