Exponential stabilisation of memristive neural networks under intermittent output feedback control

被引:7
|
作者
Li, Xiaofan [1 ,2 ]
Fang, Jian-an [2 ]
Li, Huiyuan [1 ]
机构
[1] Yancheng Inst Technol, Sch Elect Engn, Yancheng, Peoples R China
[2] Donghua Univ, Sch Informat Sci & Technol, Shanghai, Peoples R China
关键词
Memristive time-varying delayed neural networks; exponential stabilisation; intermittent control; TIME-VARYING DELAYS; COMPLEX NETWORKS; SYNCHRONIZATION; STABILITY; DISCRETE; SYSTEMS; MODEL;
D O I
10.1080/00207179.2017.1333155
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the exponential stabilisation problem is studied for a general class of memristive time-varying delayed neural networks under periodically intermittent output feedback control. First, the periodically intermittent output feedback control rule is designed for the exponential stabilisation of the memristive time-varying delayed neural networks. Then, we derive stabilisation criteria so that the memristive time-varying delayed neural networks are exponentially stable. By the mathematical induction method and constructing suitable Lyapunov-Krasovskii functionals, some easy-to-check criteria are obtained to ensure the exponential stabilisation of memristive time-varying delayed neural networks. Finally, two numerical simulation examples are given to illustrate the validity of the obtained results.
引用
收藏
页码:1848 / 1860
页数:13
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