| 带马尔可夫跳的随机Hopfield神经网络的以分布渐近稳定性 |
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| 引用本文： | 赵雁.带马尔可夫跳的随机Hopfield神经网络的以分布渐近稳定性[J].数学的实践与认识,2013,43(5). |
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| 作者姓名： | 赵雁 |
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| 作者单位： | 乐山职业技术学院机电工程系,四川乐山,614000 |
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| 摘 要： | 讨论了带马尔可夫跳的随机Hopfield神经网络的以分布渐近稳定性.通过构造合适的Lyapunov函数,获得了判定带马尔可夫跳的随机Hopfield神经网络的以分布渐近稳定性的充分条件.
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| 关 键 词： | 随机 马尔可夫跳 分布渐近稳定性 Hopfield |
Asymptotic Stability in Distribution of Stochastic Hopfield Neural Networks With Markovian Switching |
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| ZHAO Yan.Asymptotic Stability in Distribution of Stochastic Hopfield Neural Networks With Markovian Switching[J].Mathematics in Practice and Theory,2013,43(5). |
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| Authors: | ZHAO Yan |
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| Abstract: | In this paper,we discuss the asymptotic stability in distribution of stochastic Hopfield neural networks with Markovian switching.By constructing Lyapunov function,we obtain some sufficient conditions ensuring the asymptotic stability in distribution of stochastic Hopfield neural networks with Markovian switching. |
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| Keywords: | stochastic markovian switching asymptotic stability in distribution hopfield |
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