| 延迟离散Hopfield网络及其串行稳定性 |
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| 引用本文： | 刘照升,宋作忠.延迟离散Hopfield网络及其串行稳定性[J].黑龙江科技学院学报,2000,10(3):38-41. |
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| 作者姓名： | 刘照升 宋作忠 |
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| 作者单位： | 黑龙江科技学院,基础部,黑龙江,鸡西,158105 |
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| 摘 要： | 利用Lyapunov泛函方法,引入一种延迟离散Hopfield网络,给出该网络收敛到稳定点时网络参数应满足的条件及能量函数达到极值与网络收敛二者之间的关系,为实际应用打下了理论基础.
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| 关 键 词： | 离散Hopfield网络 收敛性 延迟 |
| 修稿时间： | 2000-04-19 |
Serial Stability of Discrete Hopfield Neural Network with Delay |
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| LIU Zhaosheng,SONG Zuozhong.Serial Stability of Discrete Hopfield Neural Network with Delay[J].Journal of Heilongjiang Institute of Science and Technology,2000,10(3):38-41. |
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| Authors: | LIU Zhaosheng SONG Zuozhong |
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| Abstract: | In this paper, the discrete Hopfield neural network with delay is studied.The condition required for the network to converge under the serial mode is obtained.The relation between the extremum of the energy function of this kind of network and the stable point of the network is analyzed. |
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| Keywords: | Discrete Hopfield Neural Network Delay Convergence |
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