Title :
Exponential Stability of Bidirectional Associative Memory Neural Networks with Variable Delays and Impulsive
Author :
Zhang, Chaolong ; Yang, Fengjian ; Wu, Dongqing ; Yang, Jianfu
Author_Institution :
Zhongkai Univ. of Agric. & Technol., Guangzhou
fDate :
May 30 2007-June 1 2007
Abstract :
In this paper, a model of impulsive general BAMs neural networks is first formulated.We investigate impulsive effects on the stability of BAMs neural networks with variable delays and obtain some sufficient conditions ensuring exponential stability of the impulsive variable delays system.The results extend and improve some recent works for impulsive neural networks as well as non-impulsive neural networks.
Keywords :
asymptotic stability; content-addressable storage; neural nets; variable structure systems; bidirectional associative memory neural network; exponential stability; impulsive neural network; impulsive variable delays system; Agriculture; Associative memory; Computer networks; Delay effects; Delay systems; Hopfield neural networks; Magnesium compounds; Neural networks; Neurons; Stability;
Conference_Titel :
Control and Automation, 2007. ICCA 2007. IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-0818-4
Electronic_ISBN :
978-1-4244-0818-4
DOI :
10.1109/ICCA.2007.4376556
