Analysis on Passivity for Uncertain Neural Networks with Time-Varying Delays
Joint Authors
Park, M. J.
Cha, E. J.
Kwon, O. M.
Park, Juhyun
Lee, S. M.
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-17
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
The problem of passivity analysis for neural networks with time-varying delays and parameter uncertainties is considered.
By the consideration of newly constructed Lyapunov-Krasovskii functionals, improved sufficient conditions to guarantee the passivity of the concerned networks are proposed with the framework of linear matrix inequalities (LMIs), which can be solved easily by various efficient convex optimization algorithms.
The enhancement of the feasible region of the proposed criteria is shown via two numerical examples by the comparison of maximum allowable delay bounds.
American Psychological Association (APA)
Kwon, O. M.& Park, M. J.& Park, Juhyun& Lee, S. M.& Cha, E. J.. 2014. Analysis on Passivity for Uncertain Neural Networks with Time-Varying Delays. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-484224
Modern Language Association (MLA)
Kwon, O. M.…[et al.]. Analysis on Passivity for Uncertain Neural Networks with Time-Varying Delays. Mathematical Problems in Engineering No. 2014 (2014), pp.1-10.
https://search.emarefa.net/detail/BIM-484224
American Medical Association (AMA)
Kwon, O. M.& Park, M. J.& Park, Juhyun& Lee, S. M.& Cha, E. J.. Analysis on Passivity for Uncertain Neural Networks with Time-Varying Delays. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-484224
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-484224