摘要： 利用网络的状态转移方程和能量函数来研究带有延迟项的离散Hopfield神经网络动力学行为,给出了非对称的延迟离散Hopfield神经网络异步收敛的几个充分条件。所获结果不仅推广了一些已有的结论,而且为网络的应用提供了一定的理论基础。

关键词: 延迟神经网络, 收敛性, 能量函数

Abstract: In this paper, the dynamic behavior of discrete Hopfield neural networks with delay is studied by the use of the state transition equation and the energy function. Several sufficient conditions for the asymmetric networks with delay being convergent to stable points are presented. The obtained results not only generalize some existing results, but also provide a theoretical foundation of performance analysis and new applications of the networks.

中图分类号: 

• TP183