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

Format:

Book

Author/Creator:

Zhang, Ziye, author.

Wang, Zhen, author.

Chen, Jian, author.

Lin, Chong, author.

Series:

Intelligent control and learning systems ; v. 4.

Intelligent control and learning systems ; volume 4

Language:

English

Subjects (All):

Neural networks (Computer science).

Time delay systems.

Genre:

Electronic books.

Physical Description:

1 online resource : illustrations (color).

Place of Publication:

Singapore : Springer, 2022.

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.

Contents:

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.

Notes:

Includes bibliographical references and index.

Print version record.

Other Format:

Print version: Zhang, Ziye. Complex-valued neural networks systems with time delay.

ISBN:

9789811954504

981195450X

OCLC:

1350855544

Access Restriction:

Restricted for use by site license.