DocumentCode :
948158
Title :
Global \\mu -Stability of Delayed Neural Networks With Unbounded Time-Varying Delays
Author :
Chen, Tianping ; Wang, Lili
Author_Institution :
Fudan Univ., Shanghai
Volume :
18
Issue :
6
fYear :
2007
Firstpage :
1836
Lastpage :
1840
Abstract :
In this letter, dynamical systems with unbounded time-varying delays are investigated. We address the following question: To what extent the time-varying delays can exist while the system is stable? Moreover, a new concept of stability, global mu-stability, is proposed. Under mild conditions, we prove that the dynamical systems with unbounded time-varying delays are globally mu-stable.
Keywords :
delays; neurocontrollers; stability; time-varying systems; delayed neural networks; dynamical systems; global mu-stability; unbounded time-varying delays; $mu$-stability; recurrently connected neural networks (NNs); unbounded time-varying delays;
fLanguage :
English
Journal_Title :
Neural Networks, IEEE Transactions on
Publisher :
ieee
ISSN :
1045-9227
Type :
jour
DOI :
10.1109/TNN.2007.902716
Filename :
4359194
Link To Document :
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