A new approach based on discrete-time high-order neural networks with delays and impulses |
| |
| Authors: | Jinling Wang Haijun Jiang Tianlong Ma Cheng Hu |
| |
| Institution: | 1. College of Mathematics and System Sciences, Xinjiang University, Urumqi, Xinjiang 830046, China;2. College of Basic Research, Qinghai University, Xining, Qinghai 810016, China |
| |
| Abstract: | This paper is concerned with the stability of discrete-time high-order neural networks (HONNs) with delays and impulses. Without applying the Lyapunov function, some sufficient conditions, which ensure the exponential stability and asymptotic stability of considered networks involving delays and impulses, are derived based on the fixed point theory. Finally, several numerical examples are given to demonstrate the effectiveness of the obtained results. |
| |
| Keywords: | Corresponding author |
| 本文献已被 ScienceDirect 等数据库收录！ |
|
