DocumentCode
556397
Title
Existence and stability of almost periodic solution for a general neural networks with impulses effects
Author
Hu, Meng ; Wang, Lili
Author_Institution
Dept. of Math., Anyang Normal Univ., Anyang, China
Volume
1
fYear
2011
fDate
22-23 Oct. 2011
Firstpage
113
Lastpage
117
Abstract
In this paper, we consider an impulsive nonlinear neural networks with variable time delays. Sufficient conditions ensuring the existence and global exponential stability of a unique almost periodic solution of the system are obtained, by the relation between the solutions of impulsive system and the corresponding non-impulsive system.
Keywords
asymptotic stability; delays; neural nets; nonlinear systems; almost periodic solution; existence exponential stability; general neural networks; global exponential stability; impulsive nonlinear neural networks; impulsive system; nonimpulsive system; variable time delays; Almost periodic solution; Exponential dichotomy; Global exponential stability; Impulsive neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
System Science, Engineering Design and Manufacturing Informatization (ICSEM), 2011 International Conference on
Conference_Location
Guiyang
Print_ISBN
978-1-4577-0247-1
Type
conf
DOI
10.1109/ICSSEM.2011.6081158
Filename
6081158
Link To Document