Title :
A Delay-Dependent Exponential Stability Criterion for Delayed Neural Networks
Author :
Chen, Wu-Hua ; Tang, You-Jian ; Wang, Jun-Ge ; Lu, Xiaomei
Author_Institution :
Guangxi Univ., Nanning
fDate :
May 30 2007-June 1 2007
Abstract :
This paper concerns with the delay-dependent exponential stability of delayed neural networks. By constructing a new Lyapunov functional and introducing the free weighting matrices, a new delay-dependent exponential stability criterion is derived in terms of linear matrix inequalities. A example is presented which show our result is less conservative than the existing stability criteria.
Keywords :
Lyapunov methods; asymptotic stability; delays; linear matrix inequalities; neurocontrollers; Lyapunov functional; delay-dependent exponential stability criterion; delayed neural networks; free weighting matrices; linear matrix inequalities; Artificial neural networks; Automatic control; Automation; Delay systems; Linear matrix inequalities; Lyapunov method; Neural networks; Neurons; Stability analysis; Stability criteria;
Conference_Titel :
Control and Automation, 2007. ICCA 2007. IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-0817-7
Electronic_ISBN :
978-1-4244-0818-4
DOI :
10.1109/ICCA.2007.4376400
