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
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;
Conference_Titel :
Neural Networks, 2003. Proceedings of the International Joint Conference on
Print_ISBN :
0-7803-7898-9
DOI :
10.1109/IJCNN.2003.1223810
