Analysis of Global Asymptotic Stability and Pseudo Almost Periodic Solution of a Class of Chaotic Neural Networks

作者：Cherif Farouk^*

来源：Mathematical Modelling and Analysis, 2013, 18(4): 489-504.

DOI：10.3846/13926292.2013.840686

• almost periodic functions
• mathematical model
• neural networks
• contraction mapping principle
• delay

In this paper we give sufficient conditions ensuring the existence and uniqueness of pseudo almost periodic solution of a class of delayed chaotic neural networks. Further, we study the global asymptotic stability (GAS) of the considered model and give a set of criteria on (GAS) by constructing new Lyapunov functional.

• 出版日期2013