DocumentCode
1199202
Title
Passivity Analysis of Neural Networks With Time-Varying Delays
Author
Xu, Shengyuan ; Zheng, Wei Xing ; Zou, Yun
Author_Institution
Sch. of Autom., Nanjing Univ. of Sci. & Technol., Nanjing
Volume
56
Issue
4
fYear
2009
fDate
4/1/2009 12:00:00 AM
Firstpage
325
Lastpage
329
Abstract
This brief considers the problem of passivity analysis for neural networks with both time-varying delays and norm-bounded parameter uncertainties. For two types of time-varying delays, delay-dependent passivity conditions are derived, respectively. These conditions are expressed in terms of linear matrix inequalities. An example is provided to show the less conservatism of the proposed conditions.
Keywords
delays; linear matrix inequalities; neurocontrollers; time-varying systems; delay-dependent passivity conditions; linear matrix inequalities; neural networks; norm-bounded parameter uncertainties; passivity analysis; time-varying delays; Linear matrix inequality (LMI); neural networks; passivity; time-varying delays;
fLanguage
English
Journal_Title
Circuits and Systems II: Express Briefs, IEEE Transactions on
Publisher
ieee
ISSN
1549-7747
Type
jour
DOI
10.1109/TCSII.2009.2015399
Filename
4803769
Link To Document