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Asymptotic Behavior of Switched Stochastic Delayed Cellular Neural Networks via Average Dwell Time Method
Joint Authors
He, Linjie
Liu, Jinbo
Mao, Jie
Kuang, Hanfeng
Chen, Xi
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-05-07
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
The asymptotic behavior of a class of switched stochastic cellular neural networks (CNNs) with mixed delays (discrete time-varying delays and distributed time-varying delays) is investigated in this paper.
Employing the average dwell time approach (ADT), stochastic analysis technology, and linear matrix inequalities technique (LMI), some novel sufficient conditions on the issue of asymptotic behavior (the mean-square ultimate boundedness, the existence of an attractor, and the mean-square exponential stability) are established.
A numerical example is provided to illustrate the effectiveness of the proposed results.
American Psychological Association (APA)
Kuang, Hanfeng& Liu, Jinbo& Chen, Xi& Mao, Jie& He, Linjie. 2013. Asymptotic Behavior of Switched Stochastic Delayed Cellular Neural Networks via Average Dwell Time Method. Abstract and Applied Analysis،Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-459140
Modern Language Association (MLA)
Kuang, Hanfeng…[et al.]. Asymptotic Behavior of Switched Stochastic Delayed Cellular Neural Networks via Average Dwell Time Method. Abstract and Applied Analysis No. 2013 (2013), pp.1-9.
https://search.emarefa.net/detail/BIM-459140
American Medical Association (AMA)
Kuang, Hanfeng& Liu, Jinbo& Chen, Xi& Mao, Jie& He, Linjie. Asymptotic Behavior of Switched Stochastic Delayed Cellular Neural Networks via Average Dwell Time Method. Abstract and Applied Analysis. 2013. Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-459140
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-459140