DocumentCode
2464129
Title
Dynamical Behavior of Impulsive Hopfield Neural Networks with Infinite Distributed Delays
Author
Chen, Guoping ; Zhang, Qingliang
Author_Institution
Sch. of Math. & Comput. Sci., Jishou Univ., Jishou, China
Volume
3
fYear
2010
fDate
16-17 Dec. 2010
Firstpage
158
Lastpage
162
Abstract
This paper investigates the dynamical behavior of impulsive Hopfield neural networks with infinite distributed delays. Some new criteria on the boundedness, global exponential stability and existence of periodic solutions are established by applying component Liapunov function and Hale-Yoshizawa type criteria for impulsive functional differential equations with infinite delays.
Keywords
Hopfield neural nets; Lyapunov methods; asymptotic stability; delays; differential equations; Hale-Yoshizawa type criteria; Lyapunov function; dynamical behavior; global exponential stability; impulsive Hopfield neural networks; impulsive functional differential equations; infinite distributed delays; Artificial neural networks; Cellular neural networks; Delay; Differential equations; Neurons; Stability criteria; Global exponential stability; Impulsive; Neural network; Periodic solution;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-9247-3
Type
conf
DOI
10.1109/GCIS.2010.141
Filename
5709346
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