Input-to-state stability of recurrent neural networks with time-varying delays and Markovian switching

机译：具有时变时滞和马尔可夫切换的递归神经网络的输入状态稳定性

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摘要

This paper presents an algebraic criterion for the input-to-state stability (ISS) of recurrent neural networks with Markovian switching. The criterion is easy to be verified with the connection weights. A numerical example is given to demonstrate the effectiveness of the proposed criteria.

机译：本文提出了具有马尔可夫切换的递归神经网络输入状态稳定性（ISS）的代数准则。该标准很容易通过连接权重进行验证。数值例子说明了所提出标准的有效性。

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《Control and Decision Conference (CCDC), 2012 24th Chinese》|2012年|p.1897- 1900|共4页
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Yong Xu;
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中图分类自动控制、自动控制系统;
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专利

1. Further results on mean-square exponential input-to-state stability of time-varying delayed BAM neural networks with Markovian switching [J] . Neurocomputing . 2020,第Feba1期

机译：马尔可夫切换的时变时滞BAM神经网络均方指数输入到状态稳定性的进一步结果
2. Pth moment exponential input-to-state stability of non-autonomous delayed Cohen-Grossberg neural networks with Markovian switching [J] . Liu Lei, He Xiuli, Wu Ailong Neurocomputing . 2019,第JULa15期

机译：具有马尔可夫切换的非自治时滞Cohen-Grossberg神经网络的Pth矩指数输入到状态稳定性
3. Pth moment exponential input-to-state stability of non-autonomous delayed Cohen-Grossberg neural networks with Markovian switching [J] . Liu Lei, He Xiuli, Wu Ailong Neurocomputing . 2019,第Jul15期

机译：PTH矩指数输入与马尔可夫交换非自主延迟Cohen-Grossberg神经网络的稳定性
4. Input-to-State Stability of Recurrent Neural Networks with Time-Varying Delays and Markovian Switching [C] . Yong Xu, Song Zhu Chinese Control and Decision Conference . 2012

机译：具有时变延迟和马尔可夫交换的经常性神经网络的输入到状态稳定性
5. Exponential Stability of Intrinsically Stable Dynamical Networks and Switched Networks with Time-Varying Time Delays [D] . Reber, David Patrick. 2019

机译：具有时变时间延迟的内在稳定动态网络和交换网络的指数稳定性
6. Exponential input-to-state stability of recurrent neural networks with multiple time-varying delays [O] . Zhichun Yang, Weisong Zhou, Tingwen Huang 2014

机译：具有多个时变时滞的递归神经网络的指数输入到状态稳定性
7. A switching rule for exponential stability of switched recurrent neural networks with interval time-varying delay [O] . 2013

机译：具有间隔时变时滞的切换递归神经网络指数稳定性的切换规则

Input-to-state stability of recurrent neural networks with time-varying delays and Markovian switching

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