Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
8960125 | Neurocomputing | 2018 | 14 Pages |
Abstract
This paper is concerned with fixed-time synchronization of coupled delayed neural networks with discontinuous or continuous activation functions. Two discontinuous control protocols under undirected or directed topologies are proposed to guarantee that coupled delayed neural networks achieve synchronization with a desired trajectory in fixed time, respectively. Several sufficient criteria for fixed-time synchronization are obtained. Furthermore, an upper bound of the settling time is theoretically estimated, which is independent on initial conditions. Finally, two numerical examples are given to illustrate the effectiveness of the synchronization criteria.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Hui Lü, Wangli He, Qing-Long Han, Chen Peng,