1. Globally fixed-time synchronization of coupled neutral-type neural network with mixed time-varying delays.
- Author
-
Zheng, Mingwen, Li, Lixiang, Peng, Haipeng, Xiao, Jinghua, Yang, Yixian, Zhang, Yanping, and Zhao, Hui
- Subjects
- *
ARTIFICIAL neural networks , *LYAPUNOV functions , *COMPUTER simulation , *FEEDBACK control systems , *TIME-varying systems - Abstract
This paper mainly studies the globally fixed-time synchronization of a class of coupled neutral-type neural networks with mixed time-varying delays via discontinuous feedback controllers. Compared with the traditional neutral-type neural network model, the model in this paper is more general. A class of general discontinuous feedback controllers are designed. With the help of the definition of fixed-time synchronization, the upper right-hand derivative and a defined simple Lyapunov function, some easily verifiable and extensible synchronization criteria are derived to guarantee the fixed-time synchronization between the drive and response systems. Finally, two numerical simulations are given to verify the correctness of the results. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF