Title :
Exponential Stability of Bidirectional Associative Memory Neural Networks with Delays and Impulsive
Author :
Zhang, Chaolong ; Yang, Fengjian ; Li, Wei ; Wu, Dongqing
Author_Institution :
Zhongkai Univ. of Agric. & Technol., Guangzhou
Abstract :
In this paper, a model of impulsive BAMs neural networks is first formulated. We investigate impulsive effects on the stability of BAMs neural networks with delays and obtain some sufficient conditions ensuring exponential stability of the impulsive delay 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; delays; neural nets; bidirectional associative memory neural networks; exponential stability; impulsive delay system; Agriculture; Associative memory; Automation; Chaos; Computer networks; Delay effects; Logistics; Neural networks; Neurons; Stability;
Conference_Titel :
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-1531-1
DOI :
10.1109/ICAL.2007.4338927
