Title :
Global exponential stability analysis of wavelet neural network with delays
Author :
Shengzhong, Xiao ; Zheng, Zhang Xin
Author_Institution :
Guangdon AIB Coll., Guangzhon, China
Abstract :
The existence and uniqueness of equilibrium to DWNN are given by Brower fixed point theory and contraction mapping theory. By means of the Halanay differential inequality with delay, the globally exponential stable are studied, a series of important results are obtained.
Keywords :
asymptotic stability; delays; discrete wavelet transforms; neural nets; Brower fixed point theory; Halanay differential inequality; contraction mapping theory; delays; discrete wavelet neural network; global exponential stability analysis; Educational institutions; Neural networks; Propagation delay; Stability analysis; Wavelet analysis;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1340493
