Robust stability of stochastic fuzzy delayed neural networks with impulsive time window
文献类型：期刊论文
| 作者 | Wang, Xin 1; Yu, Junzhi 2; Li, Chuandong 1; Wang, Hui 3; Huang, Tingwen 4; Huang, Junjian 5; Yu, Junzhi ; Wang, Xin
|
| 刊名 | NEURAL NETWORKS
 |
| 出版日期 | 2015-07-01 |
| 卷号 | 67页码:84-91 |
| 关键词 | Robust stability Stochastic fuzzy neural networks Impulsive time window |
| 通讯作者 | Wang, Xin |
| 英文摘要 | The urgent problem of impulsive moments which cannot be determined in advance brings new challenges beyond the conventional impulsivesystems theory. In order to solve this problem, the novel concept of impulsive time window is proposed in this paper. And the stability problem ofstochastic fuzzy uncertain delayed neural networks with impulsive time window is investigated. By combining the discretized Lyapunov function approach with mathematical induction method, several novel and easy-to-check sufficient conditions concerning the impulsive time window are derived to ensure that the model considered here is exponentially stable in mean square. Numerical simulations are presented to further demonstrate the effectiveness of the proposed stability criterion. |
| WOS标题词 | Science & Technology ; Technology ; Life Sciences & Biomedicine |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Neurosciences |
| 研究领域[WOS] | Computer Science ; Neurosciences & Neurology |
| 关键词[WOS] | GLOBAL EXPONENTIAL STABILITY ; VARYING DELAYS ; SYSTEMS ; SYNCHRONIZATION ; CONSENSUS ; DISCRETE ; AVERAGE |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000356198400007 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/7934]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进机器人控制团队 |
| 通讯作者 | Wang, Xin |
| 作者单位 | 1. College of Electronic and Information Engineering, Southwest University, Chongqing, China 2. Institute of Automation, Chinese Academy of Sciences, Beijing, China 3. College of Mathematics Science, Chongqing Normal University, Chongqing, China 4. Texas A andM University at Qatar, P.O.Box 23874, Doha, Qatar 5. Department of Computer Science, Chongqing University of Education, Chongqing, China |
| 推荐引用方式 GB/T 7714 | Wang, Xin ,Yu, Junzhi ,Li, Chuandong ,et al. Robust stability of stochastic fuzzy delayed neural networks with impulsive time window[J]. NEURAL NETWORKS,2015,67:84-91. |
| APA | Wang, Xin .,Yu, Junzhi .,Li, Chuandong .,Wang, Hui .,Huang, Tingwen .,...&Wang, Xin.(2015).Robust stability of stochastic fuzzy delayed neural networks with impulsive time window.NEURAL NETWORKS,67,84-91. |
| MLA | Wang, Xin ,et al."Robust stability of stochastic fuzzy delayed neural networks with impulsive time window".NEURAL NETWORKS 67(2015):84-91. |
入库方式： OAI收割
来源：自动化研究所
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