Title :
A note of “global exponential stability of reaction-diffusion recurrent neural networks with time-varying delays”
Author :
Yang, Fengjian ; Zhang, Chaolong ; Yang, Jianfu ; Wu, Dongqing ; Chen, Xinning
Author_Institution :
Dept. of Comput. Sci., Zhongkai Univ. of Agric. & Technol., Guangzhou
Abstract :
Employing general Halanay inequalities, Dinipsilas derivative and functional analysis techniques, several global exponential stability criteria of the equilibrium point are established for a class of delayed reaction-diffusion recurrent neural networks. These criteria are only dependent on the parameters of the system. The results correct some errors of the earlier publication.
Keywords :
asymptotic stability; delays; functional analysis; reaction-diffusion systems; recurrent neural nets; time-varying systems; Dini derivative; Halanay inequalities; functional analysis; global exponential stability; reaction-diffusion recurrent neural networks; time-varying delays; Error correction; Functional analysis; Recurrent neural networks; Stability criteria; Global exponential stability; Neural networks; Reaction-diffusion; Time-varying delays;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597279
