Complex-valued neural networks systems with time delay : stability analysis and (anti-)synchronization control / Ziye Zhang, Zhen Wang, Jian Chen, Chong Lin.
Zhang, Ziye, author.; Wang, Zhen, author.; Chen, Jian, author.; Lin, Chong, author.
2022
QA76.87
Available Online

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Title Complex-valued neural networks systems with time delay : stability analysis and (anti-)synchronization control / Ziye Zhang, Zhen Wang, Jian Chen, Chong Lin.
Author Zhang, Ziye, author.
ISBN 9789811954504 (electronic bk.)
981195450X (electronic bk.)
9789811954498
9811954496
DOI https://doi.org/10.1007/978-981-19-5450-4
Published Singapore : Springer, 2022.
Language English
Description 1 online resource : illustrations (color).
Item Number 10.1007/978-981-19-5450-4 doi
Call Number QA76.87
Dewey Decimal Classification 006.3/2
Summary This book provides up-to-date developments in the stability analysis and (anti-)synchronization control area for complex-valued neural networks systems with time delay. It brings out the characteristic systematism in them and points out further insight to solve relevant problems. It presents a comprehensive, up-to-date, and detailed treatment of dynamical behaviors including stability analysis and (anti-)synchronization control. The materials included in the book are mainly based on the recent research work carried on by the authors in this domain. The book is a useful reference for all those from senior undergraduates, graduate students, to senior researchers interested in or working with control theory, applied mathematics, system analysis and integration, automation, nonlinear science, computer and other related fields, especially those relevant scientific and technical workers in the research of complex-valued neural network systems, dynamic systems, and intelligent control theory.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Wang, Zhen, author.
Chen, Jian, author.
Lin, Chong, author.
Series Intelligent control and learning systems ; v. 4.
Available in Other Form Complex-valued neural networks systems with time delay.
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1. Introduction
2. Stability Analysis of Delayed Complex-Valued Neural Networks Systems
3. Further Behavior Analysis about Stability and Hopf Bifurcation
4. Stability Analysis Based on Nonlinear Measure Approach
5. Lagrange Exponential Stability for Delayed Complex-Valued Neural Networks Systems
6. Synchronization Control: Nonseparable Case
7. Anti-Synchronization Control: Nonseparable Case
8. Anti-Synchronization Control: Separable Case
9. Finite/Fixed-Time Synchronization Control
10. Fixed-Time Pinning Synchronization and Adaptive Synchronization.

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