摘要： 主要研究非对称离散Hopfield神经网络并行演化方式的动力学行为，同时给出了 网络的一些新的稳定性条件，所获结果不仅推广了一些已有的结论，而且为该网络的应用提 供了一定的理论基础。

关键词: 离散Hopfield神经网络, 稳定性, 能量函数

Abstract: The dynamic behavior of asymmetric discrete Hopfield neural networ k is mainly studied in synchronous mode. Some new convergent conditions of the n eural networks are given. The obtained results not only generalize some existing results, but also provide a certainly theoretical foundation for the applicatio ns of the discrete Hopfield networks.

中图分类号: 

• TP183