New Robust Stability of Uncertain Neutral-Type Neural Networks with Discrete Interval and Distributed Time-Varying Delays

Guoquan Liu1; Simon X. Yang2; Wei Fu1

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New Robust Stability of Uncertain Neutral-Type Neural Networks with Discrete Interval and Distributed Time-Varying Delays

机译：不同间隔和分布时变延迟不确定中性型神经网络的新鲁棒稳定性

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—This paper develops a novel robust stabilitycriterion for a class of uncertain neutral-type neuralnetworks with discrete interval and distributed time-varyingdelays. By constructing a general form of Lyapunov-Krasovskii functional, using the linear matrix inequality(LMI) approach and introducing some free-weight matrices,the delay-dependent robust stability criteria are derived interms of LMI. Number examples are given to illustrate theeffectiveness of the proposed method.

机译：- 这篇论文为一类不确定的中性型神经网络开发了一种具有离散间隔和分布时 - 改变的一类不确定中性型神经网络的新型稳健稳定性。通过构造Lyapunov-Krasovskii功能的一般形式，使用线性矩阵不等式（LMI）方法并引入一些自由重量矩阵，延迟相关的鲁棒稳定性标准是LMI的衍生intermi的。给出数字示例以说明所提出的方法的无效性。

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《Journal of Computers》 |2012年第1期|共8页
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Guoquan Liu1; Simon X. Yang2; Wei Fu1;
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1. Delay-dependent robust stability analysis of uncertain stochastic neural networks with discrete interval and distributed time-varying delays [J] . P. Balasubramaniam, R. Rakkiyappan Neurocomputing . 2009,第13a15期

机译：具有离散区间和分布时变时滞的不确定随机神经网络的时滞相关鲁棒稳定性分析
2. Robust stability results for uncertain stochastic neural networks with discrete interval and distributed time-varying delays [J] . Rakkiyappan R, Balasubramaniam R, Lakshmanan S Physics Letters, A . 2008,第32期

机译：具有离散区间和分布时变时滞的不确定随机神经网络的鲁棒稳定性结果
3. Robust stability criteria for uncertain stochastic neural networks of neutral-type with interval time-varying delays [J] . Guoquan Liu, Simon X. Yang, Yi Chai, Neural Computing and Applications . 2013,第2期

机译：不确定时滞中立型随机神经网络的鲁棒稳定性判据
4. Novel delay-dependent robust stability criteria for uncertain neutral-type delayed neural networks with discrete interval time-varying delays [C] . Tang Yi, Wang Runhua, Dong Zhiming IEEE International Conference on Cognitive Informatics Cognitive Computing . 2013

机译：具有离散区间时变时滞的不确定中立型时滞神经网络的新型时滞相关鲁棒稳定性判据
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. Design of delay-dependent state estimator for discrete-time recurrent neural networks with interval discrete and infinite-distributed time-varying delays [O] . Chin-Wen Liao, Chien-Yu Lu 2011

机译：区间离散和无限分布时变时滞的离散时间递归神经网络的时滞相关状态估计器设计
7. Delay-Dependent Approach to Robust Stability for Uncertain Discrete Stochastic Recurrent Neural Networks with Interval Time-Varying Delays [O] . Lu Chien-Yu 2012

机译：不确定时滞的离散随机递归神经网络的时滞相关鲁棒稳定性方法

New Robust Stability of Uncertain Neutral-Type Neural Networks with Discrete Interval and Distributed Time-Varying Delays

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