Almost periodic solution for multidirectional associative memory neural network with distributed delays

作者：Zhou, Tiejun^*; Wang, Min; Li, Chen

来源：Mathematics and Computers in Simulation, 2015, 107: 52-60.

DOI：10.1016/j.matcom.2014.06.004

• Multidirectional associative memory neural networks
• Almost periodic solution
• Global exponential stability
• Exponential dichotomy
• Spectral radius

This paper proposes a mathematical model of multidirectional associative memory (MAM) neural network with almost periodic coefficients and continuously distributed delays. By using exponential dichotomy and spectral radius, a sufficient condition for the existence and the global exponential stability of an almost periodic solution is obtained. Two examples are given to illustrate the effectiveness of our results.

• 出版日期2015-1
• 单位湖南农业大学