Global robust criteria for stochastic neutral neural networks with uncertainties and unbounded distributed delay

机译：具有不确定性和无限时滞的随机中立神经网络的全局鲁棒准则

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The problem of global robust stability analysis is studied for a class of stochastic neutral neural networks with uncertainties and unbounded distributed delay. Novel stability criteria are obtained in terms of linear matrix inequality (LMI) by employing the Lyapunov-Krasovskii functional method and using the free-weighting matrices technique. In addition, two examples are given to show the effectiveness of the obtained conditions.

机译：研究了一类具有不确定性和无穷分布时滞的随机中立神经网络的全局鲁棒稳定性分析问题。通过使用Lyapunov-Krasovskii泛函方法并使用自由加权矩阵技术，可以根据线性矩阵不等式（LMI）获得新的稳定性标准。另外，给出了两个例子来说明所获得条件的有效性。

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来源
《2011 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems》|2011年|p.273-278|共6页
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Liu Guoquan; Yang Simon X.;
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正文语种
中图分类计算技术、计算机技术;自动化技术及设备;
关键词
global robust; lyapunov-krasovskii functional; stochastic neutral neral networks; unbounded distributed delays; uncertainties;

机译：全局鲁棒性; lyapunov-krasovskii函数性;随机中性神经网络;无穷分布延迟;不确定性;

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1. Global robust stability for stochastic interval neural networks with continuously distributed delays of neutral type [J] . Li XD Applied mathematics and computation . 2010,第12期

机译：具有中立型连续分布时滞的随机区间神经网络的全局鲁棒稳定性
2. Global robust stability for stochastic interval neural networks with continuously distributed delays of neutral type [J] . Li XD Applied mathematics and computation . 2010,第12期

机译：具有中立型连续分布时滞的随机区间神经网络的全局鲁棒稳定性
3. Global Robust Stability Criteria Of Stochastic cohen-grossberg Neural Networks With Discrete And distributed Time-varying Delays [J] . Weiwei Su, Yiming Chen Communications in Nonlinear Science and Numerical Simulation . 2009,第2期

机译：具有离散和分布时变时滞的随机cohen-grossberg神经网络的全局鲁棒稳定性判据
4. Global robust criteria for stochastic neutral neural networks with uncertainties and unbounded distributed delay [C] . Liu Guoquan, Yang Simon X. IEEE International Conference on Cyber Technology in Automation,Control,and Intelligent Systems . 2011

机译：具有不确定性的随机中性神经网络的全球强大标准和无限性分布式延迟
5. Robust control of a linear system with plant uncertainties using an artificial neural network. [D] . Yoo, Kisuck. 1993

机译：使用人工神经网络对具有工厂不确定性的线性系统进行鲁棒控制。
6. Global Exponential Stability of Almost Periodic Solution for Neutral-Type Cohen-Grossberg Shunting Inhibitory Cellular Neural Networks with Distributed Delays and Impulses [O] . Lijun Xu, Qi Jiang, Guodong Gu 2016

机译：具有分布时滞和脉冲的中立型Cohen-Grossberg分流抑制性细胞神经网络的概周期解的全局指数稳定性
7. Less Conservative Delay-dependent Asymptotic Stability Criteria for Stochastic Neural Networks of Neutral-type with Distributed Delay [O] . Guoquan Liu, Simon X. Yang, Yi Chai 2012

机译：具有分布延迟的中性类型随机神经网络的保守延迟依赖性稳定性较少的渐近稳定性标准

Global robust criteria for stochastic neutral neural networks with uncertainties and unbounded distributed delay

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