离散Hopfield网络的稳定性分析

Analysis on the Stability of Discrete Hopfieid Network

从数学角度讨论了离散Hopfield网络稳定的简化条件,给出了在值为{1,-1}的空间上离散Hopfield网络稳定时矩阵正定的充分条件,得到比较简单的结果,有利于更便捷的判断稳定性.

This paper discusses the reduced conditions on the stability of the discrete Hopfield network from a mathematical perspective. In the space value of { 1,-1 }, it gives the sufficient conditions which make the matrix positive definite when the discrete Hop field network is stable. A relatively simple result has been attained, and it is more convenient to the judgment of stability.