Global Exponential Stability for Impulsive Neural Networks With Discrete and Distributed Time-varying Delays

机译：具有离散和分布时变延迟的冲动神经网络的全局指数稳定性

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Based on the stability theory of Lyapunov-Krasovskii and the linear matrix inequality (LMI) approach, the global exponential stability was discussed for the impulsive neural networks with discrete and distributed time-varying delays, and a new sufficient condition was derived to assure the global exponential stability of the equilibrium point. The criterion improved and extended the results of literature, and has less conservative.

机译：基于Lyapunov-Krasovskii和线性矩阵不等式（LMI）方法的稳定性理论，对具有离散和分布时变延迟的脉冲神经网络讨论了全局指数稳定性，并导出了一种新的充分条件以确保全局均衡点的指数稳定性。标准改善并延长了文学的结果，并具有较少的保守。

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《International conference on information technology and industrial engineering》|2010年||共5页
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Liang Wu; Lei Zhao; Yingfeng Zhao; Baolin Ma;
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正文语种
中图分类信息与知识传播;
关键词
discrete; distributed; impulsive; Lyapunov functional; LMI; stability;

机译：离散;分布;冲动;Lyapunov功能;lmi;稳定;

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专利

1. Global exponential stability of antiperiodic solutions for impulsive discrete-time Markovian jumping stochastic BAM neural networks with additive time-varying delays and leakage delay [J] . Sowmiya C., Raja R., Cao Jinde, International Journal of Adaptive Control and Signal Processing . 2018,第6期

机译：具有加时变时滞和泄漏时滞的脉冲离散时间马尔可夫跳跃随机BAM神经网络的反周期解的全局指数稳定性
2. Global exponential stability of impulsive complex-valued neural networks with both asynchronous time-varying and continuously distributed delays [J] . Song Qiankun, Yan Huan, Zhao Zhenjiang, Neural Networks: The Official Journal of the International Neural Network Society . 2016,第Null期

机译：具有异步时变和连续分布时滞的脉冲复数值神经网络的全局指数稳定性
3. Global exponential stability of impulsive discrete-time neural networks with time-varying delays [J] . Xu H., Chen Y., Teo K.L. Applied mathematics and computation . 2010,第2期

机译：时变时滞脉冲离散神经网络的全局指数稳定性
4. Global Exponential Stability for Impulsive Neural Networks With Discrete and Distributed Time-varying Delays [C] . Liang Wu, Lei Zhao, Yingfeng Zhao, ITIE 2010;International conference on information technology and industrial engineering . 2010

机译：具有离散和分布时变时滞的脉冲神经网络的全局指数稳定性
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. 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. Globally Exponential Stability of Periodic Solutions to Impulsive Neural Networks with Time-Varying Delays [O] . Yuanfu Shao, Changjin Xu, Qianhong Zhang 2012

机译：具有时变延迟的脉冲神经网络周期性解的全球指数稳定性

Global Exponential Stability for Impulsive Neural Networks With Discrete and Distributed Time-varying Delays

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