一类非对称Hopfield神经网络稳定性的敏感性研究

Study on Sensitive of Stability Property for Asymmetric Hopfield Continuous Neural Network

对一类非对称Hopfield神经网络在联接矩阵为非对称的前提下对矩阵特征值所在范围作了更精细的刻画;在有电容(C)扰动下利用矩阵特征理论给出了网络渐近稳定性的条件。

To make more meticulous portrayal to the range of the characteristic value of matrix on premise of linking matrix for being non-symmetrical for Hopfield continuous neural network.In capacitance uncertainty,this paper uses matrix eigenvalue theory to give asymptotic stability property.