关于非线性CAM神经网络的稳定性分析

On Stability Analysis of the Nonlinear CAM Neural Network

本文就Hopficld研究过的CAM(Content Addressable Memory:内容选址存储器)连续的非线性神经网络模型,指出Hopfield所引进的能量函数法的一些不完善之处,然后改造Hopfield的能量函效,完善文献[1]～[4]关于稳定性的结果,给出了一些正确的严格的具体判据。

It is concern with the continuous nonlinear Hopfield model which is investigated as CAM (Content-Addresable-Memory), and pointed out the weakness of the introduced energy function. After then, we can reconstruct the results of the stability of [1]～[4], and give some correct serious specific criterion. (7 refs.)