Existence and Stability of Periodic Solution in a Class of Impulsive Neural Networks

Xiaofan Yang,David J Evans,Yuanyan Tang

doi:10.1007/11427391_41

Existence and Stability of Periodic Solution in a Class of Impulsive Neural Networks

Xiaofan Yang, David J Evans + Show 1 more

https://doi.org/10.1007/11427391_41

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Publication Date: Jan 1, 2005

Citations: 12

Affiliation: Loughborough University, Hong Kong Baptist University, Chongqing University

#Stability Of Periodic Solution #Class Of Impulsive Neural Networks + Show 8 more

Abstract
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Abstract

In this paper, we initiate the study of a class of neural networks with impulses. A sufficient condition for the existence and global exponential stability of a unique periodic solution of the networks is established. Our condition does not assume the differentiability or monotonicity of the activation functions.

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