Stability of Delayed Markovian Switching Stochastic Neutral-type Reaction-diffusion Neural Networks |
| |
| Authors: | Surigug Chuntao Shao Yonggui Kao |
| |
| Institution: | Department of Mathematics, Harbin Institute of Technology (Weihai), Weihai, Shandong 264209, China;Department of Control Science and Engineering, Harbin Institute of Technology (Weihai), Shandong 264209, China |
| |
| Abstract: | This paper is concerned about exponential stability in mean square of Markovian switching delayed reaction-diffusion neutral-type stochastic neural networks (RNSNNs). By Lyapunov function method, several novel stability criteria on exponential mean square stability of Markovian switching RNSNNs with time-varying delays are obtained. In the end, two examples are given to verify the feasibility of our findings. |
| |
| Keywords: | Markovian switching Neutral-type Neural network Reaction-diffusion system |
|
| 点击此处可从《》浏览原始摘要信息 |
| 点击此处可从《》下载免费的PDF全文 |
|
