Attractor and Boundedness of Switched Stochastic Cohen-Grossberg Neural Networks

doi:10.1155/2016/4958217

	Attractor and Boundedness of Switched Stochastic Cohen-Grossberg Neural Networks
	Huang, Chuangxia 1,2; Cao, Jie 1; Wang, Peng 1
刊名	DISCRETE DYNAMICS IN NATURE AND SOCIETY
	2016
页码	19
ISSN号	1026-0226
DOI	10.1155/2016/4958217
英文摘要	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.
资助项目	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研究方向	Mathematics ; Science & Technology - Other Topics
语种	英语
出版者	HINDAWI PUBLISHING CORP
WOS记录号	WOS:000376898900001
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/22840]
专题	中国科学院数学与系统科学研究院
通讯作者	Huang, Chuangxia
作者单位	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
推荐引用方式 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.