| 具有时变权矩阵的离散Hopfield神经网络的稳定性 |
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| 引用本文： | 周刚,盖明久,崔世维.具有时变权矩阵的离散Hopfield神经网络的稳定性[J].海军航空工程学院学报,2015,30(5):489-492. |
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| 作者姓名： | 周刚 盖明久 崔世维 |
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| 作者单位： | 海军航空工程学院基础部,山东烟台264001,海军航空工程学院 研究生管理大队,山东烟台264001,海军航空工程学院 研究生管理大队,山东烟台264001 |
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| 摘 要： | 研究了以并行工作模式进行演化的具有时变连接权矩阵的离散Hopfield神经网络,得到了判定网络稳定的2个充分条件,改进了已有结果。
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| 关 键 词： | 离散Hopfield神经网络 连接权矩阵 对角占优矩阵 稳定性 |
Stability of Discrete Hopfield Neural Networks with Time-Variable Weighting Matrix |
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| ZHOU Gang,GAI Mingjiu and CUI Shiwei.Stability of Discrete Hopfield Neural Networks with Time-Variable Weighting Matrix[J].Journal of Naval Aeronautical Engineering Institute,2015,30(5):489-492. |
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| Authors: | ZHOU Gang GAI Mingjiu and CUI Shiwei |
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| Abstract: | In this paper, a class of discrete Hopfield neural networks with variable weighting matrix in parallel updatemode was studied. Several sufficient conditions were obtained to guarantee the stability of the neural networks. These re.sults improved and extended the existing results. |
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| Keywords: | discrete Hopfield neural network connection weight matrix diagonally dominant matrix stability |
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