Adaptive exponential synchronization in pth moment of neutral-type neural networks with time delays and Markovian switching

被引：0
|
作者：
Wuneng Zhou
Yan Gao
Dongbing Tong
Chuan Ji
Jian’an Fang
机构：
[1] Donghua University,College of Information Sciences and Technology
来源：
International Journal of Control, Automation and Systems | 2013年 / 11卷
关键词：
Adaptive exponential synchronization in pth moment; Markovian switching; neural networks; neutral-type; stochastic noise; time delays;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this letter, the analysis problem of adaptive exponential synchronization in pth moment is considered for neutral-type neural networks with time delays and Markovian switching. By utilizing a new nonnegative function and the M-matrix approach, several sufficient conditions to ensure the adaptive exponential synchronization in pth moment for neutral-type neural networks are derived. Via the adaptive feedback control techniques, some suitable parameters update laws are found. To illustrate the effectiveness of the M-matrix-based synchronization conditions derived in this letter, numerical example is provided finally.
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页码：845 / 851
页数：6
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