| 一类非对称Hopfield神经网络稳定性的敏感性研究 |
| |
| 引用本文： | 王巍,鲁书喜. 一类非对称Hopfield神经网络稳定性的敏感性研究[J]. 计算机与现代化, 2006, 0(3): 14-16,19 |
| |
| 作者姓名： | 王巍 鲁书喜 |
| |
| 作者单位： | 平顶山学院计算机系,河南,平顶山,467002;平顶山学院计算机系,河南,平顶山,467002 |
| |
| 摘 要： | 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。
|
| 关 键 词： | 人工神经网络 渐近稳定性 矩阵特征值 Hopfield神经网络 鲁棒性 |
| 文章编号： | 1006-2475（2006）03-0014-03 |
| 收稿时间： | 2005-04-27 |
| 修稿时间： | 2005-04-27 |
Study on Sensitive of Stability Property for Asymmetric Hopfield Continuous Neural Network |
| |
| WANG Wei,LU Shu-xi. Study on Sensitive of Stability Property for Asymmetric Hopfield Continuous Neural Network[J]. Computer and Modernization, 2006, 0(3): 14-16,19 |
| |
| Authors: | WANG Wei LU Shu-xi |
| |
| Affiliation: | Computer Department,Pingdingshan University,Pindingshan 467002, China |
| |
| Abstract: | 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. |
| |
| Keywords: | neural networks asymptotic stability property matrix eigenvalue Hopfield neural network robustness |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
