一般Hopfield神经网络的大范围渐近稳定性及其收敛速率

The Global Asymptotical Stability and the Covergence Ratio of the General Hopfield Neural Networks

本文使用最速下降法研究-靓Hopfield神经网络的大范围渐近稳定性，给出了收敛速率，并将结果应用于一个非线性规划问题。

In this paper,the optimal decedent method is used to study the global asymptotical stability of thegeneral hopfield neural networks,the convergence ratio is given and the conclusion is applied to a nonlinearprogramming problem.