New Results on Passivity Analysis for Uncertain Neural Networks with Time-Varying Delay
Joint Authors
Lu, Qing
Zhu, Jin
Shao, Xueying
Karimi, Hamid Reza
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-02-19
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
The paper investigates the stability and passivity analysis problems for a class of uncertain neural networks with time-delay via delta operator approach.
Both the parameter uncertainty and the generalized activation functions are considered in this paper.
By constructing an appropriate Lyapunov-Krasovskii functional, some new stability and passivity conditions are obtained in terms of linear matrix inequalities (LMIs).
The main characteristic of this paper is to obtain novel stability and passivity analysis criteria for uncertain neural networks with time-delay in the delta operator system framework.
A numerical example is presented to demonstrate the effectiveness of the proposed results.
American Psychological Association (APA)
Shao, Xueying& Lu, Qing& Karimi, Hamid Reza& Zhu, Jin. 2014. New Results on Passivity Analysis for Uncertain Neural Networks with Time-Varying Delay. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-1033669
Modern Language Association (MLA)
Shao, Xueying…[et al.]. New Results on Passivity Analysis for Uncertain Neural Networks with Time-Varying Delay. Abstract and Applied Analysis No. 2014 (2014), pp.1-9.
https://search.emarefa.net/detail/BIM-1033669
American Medical Association (AMA)
Shao, Xueying& Lu, Qing& Karimi, Hamid Reza& Zhu, Jin. New Results on Passivity Analysis for Uncertain Neural Networks with Time-Varying Delay. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-1033669
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1033669