DocumentCode
1924826
Title
New results on exponential periodicity of delayed neural networks
Author
Sun, Changyin ; Liu, Derong ; Feng, Chun-Bo
Author_Institution
Res. Inst. of Autom., Southeast Univ., Nanjing, China
Volume
2
fYear
2003
fDate
20-24 July 2003
Firstpage
902
Abstract
In this paper, exponential periodicity of neural networks with delays is investigated. Without assuming the boundedness and differentiability of the activation functions, some new sufficient conditions ensuring existence and uniqueness of periodic solution for a general class of neural networks with delays are obtained. This work gives some improvements to previous ones.
Keywords
asymptotic stability; delays; neural nets; activation functions; delayed neural networks; exponential periodicity; Asymptotic stability; Delay effects; Differential equations; Image coding; Neural networks; Pattern recognition; Quadratic programming; Stability analysis; Sufficient conditions; Sun;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2003. Proceedings of the International Joint Conference on
ISSN
1098-7576
Print_ISBN
0-7803-7898-9
Type
conf
DOI
10.1109/IJCNN.2003.1223810
Filename
1223810
Link To Document