Title :
p-attracting and p-quasi-invariant sets for a kind of discrete-time Cohen-Grossberg neural networks with impulses and time-varying delays
Author :
Fajin, Qin ; Xiaojie, Yao
Author_Institution :
Dept. of Math. & Comput. Sci., Liuzhou Teachers Coll., LiuZhou, China
Abstract :
In this paper, we consider a class of discrete-time Cohen-Grossberg neural networks with impulses and time-varying delays. By establishing an impulsive delay difference inequality and using the properties of “ρ-cone”, some sufficient conditions for the global p-attracting and p-quasi-invariant sets of this neural networks are obtained.
Keywords :
delays; discrete time systems; neural nets; set theory; time-varying systems; discrete-time Cohen-Grossberg neural networks; p-attracting sets; p-cone; p-quasiinvariant sets; sufficient conditions; time-varying delays; Computer science; Delay; Educational institutions; Electronic mail; Mathematics; Neural networks; Stability analysis; Discrete-time Cohen-Grossberg Neural Networks; Impulses; Time-varying Delays; p-attracting Set; p-quasi-invariant Set;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3
