New passivity criteria for discrete-time neural networks with leakage and time-varying delays

机译：具有泄漏和时变延迟的离散时间神经网络的新的被动标准

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摘要

In this paper, the problem of passivity of discrete-time neural networks with leakage and time-varying delays is investigated. By constructing a novel Lyapunov-Krasovskii functional and reciprocally convex method, some sufficient passivity conditions are obtained in the forms of linear matrix inequalities. In order to illustrate the effectiveness of the proposed results, a numerical example is presented.

机译：在本文中，研究了具有泄漏和时变延迟的离散时间神经网络的钝化问题。通过构建新颖的Lyapunov-Krasovskii功能和相互凸起的方法，以线性矩阵不等式的形式获得了一些足够的无线电条件。为了说明所提出的结果的有效性，提出了数值示例。

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《International Conference on Frontiers of Manufacturing Science and Measuring Technology》|2017年|822-1642p|共5页
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Wei Kang; Shouming Zhong; Yunli Hao;
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中图分类 TH16-53;
关键词
Passivity; Discrete-time neural networks; Leakage delay; Time-varying delay;

机译：被动;离散时间神经网络;泄漏延迟;时变延迟;

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1. Dissipativity and passivity analysis for discrete-time complex-valued neural networks with leakage delay and probabilistic time-varying delays [J] . Ramasamy S., Nagamani G. International Journal of Adaptive Control and Signal Processing . 2017,第6期

机译：具有泄漏时滞和概率时变时滞的离散时间复值神经网络的耗散性和无源性分析
2. Stochastic dissipativity and passivity analysis for discrete-time neural networks with probabilistic time-varying delays in the leakage term [J] . Nagamani G., Ramasamy S. Applied mathematics and computation . 2016,第Null期

机译：泄漏项中具有时变时滞的离散时间神经网络的随机耗散性和无源性分析
3. Relaxed exponential passivity criteria for memristor-based neural networks with leakage and time-varying delays [J] . Xiao Jianying, Zhong Shouming, Li Yongtao, International journal of machine learning and cybernetics . 2017,第6期

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4. New passivity criteria for discrete-time neural networks with leakage and time-varying delays [C] . Wei Kang, Shouming Zhong, Yunli Hao International Conference on Frontiers of Manufacturing Science and Measuring Technology . 2017

机译：具有泄漏和时变延迟的离散时间神经网络的新的被动标准
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. New Results on Passivity Analysis of Stochastic Neural Networks with Time-Varying Delay and Leakage Delay [O] . YaJun Li, Zhaowen Huang 2015

机译：时变时滞和泄漏时滞的随机神经网络无源性分析的新结果
7. New passivity criteria for discrete-time neural networks with leakage and time-varying delays [O] . Wei Kang, Shouming Zhong, Yunli Hao 2017

机译：具有泄漏和时变延迟的离散时间神经网络的新的被动标准

New passivity criteria for discrete-time neural networks with leakage and time-varying delays

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