Title :
Existence and exponential stability of periodic solutions of cellular neural networks with impulses and delays
Author :
Wang, Hui ; Li, Chuandong
Author_Institution :
Dept. of Math., Leshan Teachers´´ Coll., Leshan
Abstract :
This paper studies the global periodicity of cellular neural network with impulses and time-delay. A stability criterion, which guarantees the existence and global exponential stability of periodic solution, is established. A numerical example is given to illustrate the effectiveness of our results.
Keywords :
asymptotic stability; cellular neural nets; delays; periodic control; cellular neural networks; exponential stability; global periodicity; impulses; stability criterion; time-delay; Automation; Cellular neural networks; Delay effects; Educational institutions; Intelligent control; Mathematics; Neural networks; Neurons; Recurrent neural networks; Stability criteria; Cellular neural networks (CNNs); Exponential stability; Periodic solution;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593879
