文章基本信息

标题：M-Matrix-Based Exponential Synchronization of Delayed Neural Networks with Levy Noise and Markovian Switching
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作者：Jun Yang ; Anding Dai ; Chao Wei 等
期刊名称：Engineering Letters
印刷版ISSN：1816-093X
电子版ISSN：1816-0948
出版年度：2019
卷号：27
期号：4
页码：855-859
出版社：Newswood Ltd
摘要：The problem of exponential synchronization isconsidered for delayed neural networks with L´evy noise andMarkovian switching. By the technique of stochastic analysis,sufficient conditions are proposed to guarantee the exponentialsynchronization of master system and slave system. Via Mmatrixapproach, the control gain can be obtained from thesolution of some linear equations and the Lyapunov exponent ofthe system is derived as well. A numerical example is presentedto verify the effectiveness of our result.
关键词：exponential synchronization; L´evy noise;Markovian switching; M-matrix; neural networks