ON THE MEAN SQUARE EXPONENTIAL STABILITY FOR A STOCHASTIC FUZZY CELLULAR NEURAL NETWORK WITH DISTRIBUTED DELAYS AND TIME-VARYING DELAYS

Changjin Xu; Maoxin Liao; Qiming Zhang

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ON THE MEAN SQUARE EXPONENTIAL STABILITY FOR A STOCHASTIC FUZZY CELLULAR NEURAL NETWORK WITH DISTRIBUTED DELAYS AND TIME-VARYING DELAYS

机译：时滞和时滞的随机模糊神经网络的均方指数稳定性

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摘要

This paper is devoted to be concerned with the mean square exponential stability of a stochastic fuzzy cellular neural network with distributed delays. With the help of the stochastic analysis approach and ltd differential formula, a set of sufficient conditions, on mean square exponential stability have been established. Finally, an example is given to demonstrate that the proposed criterion is useful and effective.

机译：本文致力于具有分布时滞的随机模糊细胞神经网络的均方指数稳定性。借助随机分析方法和有限差分公式，建立了一组关于均方指数稳定性的充分条件。最后，通过一个例子说明所提出的准则是有用和有效的。

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来源
《International Journal of Innovative Computing Information and Control》 |2015年第1期|247-256|共10页
作者
Changjin Xu; Maoxin Liao; Qiming Zhang;
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作者单位

Guizhou Key Laboratory of Economics System Simulation Guizhou University of Finance and Economics Huaxi District, Guiyang 550025, P. R. China;

School of Mathematics and Physics University of South China No. 28, West Xianning Road, Hengyang 421001, P. R. China;

College of Science Hunan University of Technology Wenhua Road, Zhuzhou 412007, P. R. China;

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正文语种 eng
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关键词
Stochastic fuzzy cellular neural network; Mean square exponential stability; Distributed delay; Time-varying;

机译：随机模糊细胞神经网络均方指数稳定性;分布式延迟;随时间变化;

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3. Mean-Square Exponential Input-to-State Stability of Stochastic Fuzzy Recurrent Neural Networks with Multiproportional Delays and Distributed Delays [J] . Wang Tianyu, Zhu Quanxin, Cai Jingwei Mathematical Problems in Engineering . 2018,第13期

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ON THE MEAN SQUARE EXPONENTIAL STABILITY FOR A STOCHASTIC FUZZY CELLULAR NEURAL NETWORK WITH DISTRIBUTED DELAYS AND TIME-VARYING DELAYS

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