| Finite-Time and Fixed-Time Synchronization of Inertial Neural Networks with Mixed Delays |
| |
| 作者姓名： | CHAOUKI Aouiti EL ABED Assali |
| |
| 作者单位： | University of Carthage |
| |
| 摘 要： | This paper considers the drive-response synchronization in finite-time and fixed-time of inertial neural networks with time-varying and distributed delays(mixed delays). First, by constructing a proper variable substitution, the original inertial neural networks can be rewritten as a first-order differential system. Second, by constructing Lyapunov functions and using differential inequalities,some new and effective criteria are obtained for ensuring the finite-time synchronization. Finally, three numerical examples are also given at the end of this paper to show the effectiveness of the results.
|
| 关 键 词： | Finite-time synchronization fixed-time synchronization inertial neural networks infinitetime distributed delays time-varying delays |
Finite-Time and Fixed-Time Synchronization of Inertial Neural Networks with Mixed Delays |
| |
| CHAOUKI Aouiti,EL ABED Assali.Finite-Time and Fixed-Time Synchronization of Inertial Neural Networks with Mixed Delays[J].Journal of Systems Science and Complexity,2021,34(1):206-235. |
| |
| Authors: | Chaouki Aouiti El Abed Assali |
| |
| Institution: | 1.Faculty of Sciences of Bizerta, Department of Mathematics, Research Units of Mathematics and Applications UR13ES47, University of Carthage, 7021, Zarzouna, Bizerta, Tunisia
; |
| |
| Abstract: | This paper considers the drive-response synchronization in finite-time and fixed-time of inertial neural networks with time-varying and distributed delays(mixed delays). First, by constructing a proper variable substitution, the original inertial neural networks can be rewritten as a first-order differential system. Second, by constructing Lyapunov functions and using differential inequalities,some new and effective criteria are obtained for ensuring the finite-time synchronization. Finally, three numerical examples are also given at the end of this paper to show the effectiveness of the results. |
| |
| Keywords: | |
| 本文献已被 CNKI 维普 SpringerLink 等数据库收录！ |
