New Results on Passivity for Discrete-Time Stochastic Neural Networks with Time-Varying Delays
Joint Authors
Kang, Wei
Cheng, Xiangyang
Cheng, Jun
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-09-16
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
The problem of passivity analysis for discrete-time stochastic neural networks with time-varying delays is investigated in this paper.
New delay-dependent passivity conditions are obtained in terms of linear matrix inequalities.
Less conservative conditions are obtained by using integral inequalities to aid in the achievement of criteria ensuring the positiveness of the Lyapunov-Krasovskii functional.
At last, numerical examples are given to show the effectiveness of the proposed method.
American Psychological Association (APA)
Kang, Wei& Cheng, Jun& Cheng, Xiangyang. 2015. New Results on Passivity for Discrete-Time Stochastic Neural Networks with Time-Varying Delays. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073545
Modern Language Association (MLA)
Kang, Wei…[et al.]. New Results on Passivity for Discrete-Time Stochastic Neural Networks with Time-Varying Delays. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1073545
American Medical Association (AMA)
Kang, Wei& Cheng, Jun& Cheng, Xiangyang. New Results on Passivity for Discrete-Time Stochastic Neural Networks with Time-Varying Delays. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073545
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073545
