Almost periodic solutions for Hopfield neural networks with continuously distributed delays

作者：Liu Bingwen^*

来源：Mathematics and Computers in Simulation, 2007, 73(5): 327-335.

DOI：10.1016/j.matcom.2006.05.027

• Hopfield neural networks
• almost periodic solution
• exponential stability
• fixed point theorem
• continuously distributed delays

In this paper Hopfield neural networks with continuously distributed delays are considered. Without assuming the global Lipschitz conditions of activation functions, sufficient conditions for the existence and exponential stability of the almost periodic solutions are established by using the fixed point theorem and differential inequality techniques. The results of this paper are new and they complement previously known results.

• 出版日期2007-1-10
• 单位复旦大学; 嘉兴学院