KMS Of Academy of mathematics and systems sciences, CAS
| Attractor and Boundedness of Switched Stochastic Cohen-Grossberg Neural Networks | |
| Huang, Chuangxia1,2; Cao, Jie1; Wang, Peng1 | |
| 2016 | |
| Source Publication | DISCRETE DYNAMICS IN NATURE AND SOCIETY
 |
| ISSN | 1026-0226 |
| Pages | 19 |
| Abstract | We address the problem of stochastic attractor and boundedness of a class of switched Cohen-Grossberg neural networks (CGNN) with discrete and infinitely distributed delays. With the help of stochastic analysis technology, the Lyapunov-Krasovskii functional method, linear matrix inequalities technique (LMI), and the average dwell time approach (ADT), some novel sufficient conditions regarding the issues of mean-square uniformly ultimate boundedness, the existence of a stochastic attractor, and the mean-square exponential stability for the switched Cohen-Grossberg neural networks are established. Finally, illustrative examples and their simulations are provided to illustrate the effectiveness of the proposed results. |
| DOI | 10.1155/2016/4958217 |
| Language | 英语 |
| Funding Project | National Natural Science Foundation of China[11101053] ; National Natural Science Foundation of China[71471020] ; China Postdoctoral Science Foundation[2014M550097] ; China Postdoctoral Science Foundation[2015T80144] ; Hunan Provincial Natural Science Foundation[16JJ1015] ; Scientific Research Fund of Hunan Provincial Education Department[15A003] ; Hunan Provincial Innovation Foundation for Postgraduate[CX2015B373] |
| WOS Research Area | Mathematics ; Science & Technology - Other Topics |
| WOS Subject | Mathematics, Interdisciplinary Applications ; Multidisciplinary Sciences |
| WOS ID | WOS:000376898900001 |
| Publisher | HINDAWI PUBLISHING CORP |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/22841 |
| Collection | 中国科学院数学与系统科学研究院 |
| Corresponding Author | Huang, Chuangxia |
| Affiliation | 1.Changsha Univ Sci & Technol, Sch Math & Stat, Changsha 410114, Hunan, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China |
| Recommended Citation GB/T 7714 | Huang, Chuangxia,Cao, Jie,Wang, Peng. Attractor and Boundedness of Switched Stochastic Cohen-Grossberg Neural Networks[J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY,2016:19. |
| APA | Huang, Chuangxia,Cao, Jie,&Wang, Peng.(2016).Attractor and Boundedness of Switched Stochastic Cohen-Grossberg Neural Networks.DISCRETE DYNAMICS IN NATURE AND SOCIETY,19. |
| MLA | Huang, Chuangxia,et al."Attractor and Boundedness of Switched Stochastic Cohen-Grossberg Neural Networks".DISCRETE DYNAMICS IN NATURE AND SOCIETY (2016):19. |
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