DocumentCode
1138712
Title
Stability Analysis of Delay Neural Networks With Impulsive Effects
Author
Yang, Zhichun ; Xu, Daoyi
Author_Institution
Lab. of Syst. Anal., Sichuan Univ., Chengdu, China
Volume
52
Issue
8
fYear
2005
Firstpage
517
Lastpage
521
Abstract
A generalized model of neural networks with time-varying delays and impulsive effects is considered. By establishing an impulsive delay differential inequality, we investigate the global exponential stability and uniform stability of impulsive delay neural networks. Our sufficient conditions ensuring the stability are dependent on delays and impulses and show delay and impulsive effects on the stability of neural networks. The results extend and improve the earlier publications.
Keywords
analogue circuits; asymptotic stability; delays; network analysis; neural nets; time-varying systems; delay neural networks; global exponential stability; impulsive delay differential inequality; impulsive effects; stability analysis; sufficient condition; time-varying delays; Biological neural networks; Delay effects; Delay systems; Differential equations; Frequency; Neural networks; Neurons; Stability analysis; Sufficient conditions; Working environment noise; Neural networks; exponential stability; impulsive effects; 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.2005.849032
Filename
1495761
Link To Document