Weighted Average Pinning Synchronization for a Class of Coupled Neural Networks with Time-Varying Delays

Qingbo Li; Jin Guo; Yuanyuan Wu; Chang Yin Sun

doi:10.1007/s11063-016-9514-1

Weighted Average Pinning Synchronization for a Class of Coupled Neural Networks with Time-Varying Delays

Qingbo Li
, Jin Guo
, Yuanyuan Wu
, Chang Yin Sun

University of Science and Technology Beijing
Zhengzhou University of Light Industry

科研成果: 期刊稿件 › 文章 › 同行评审

5 引用（Scopus）

摘要

This paper deals with the pinning synchronization problem for a class of neural networks with time-varying delay and nonsymmetrical coupling. The weighted average of all the node states is selected as the controlled synchronization state. A pinning feedback controller is proposed, and some sufficient conditions are derived to guarantee the global asymptotical synchronization by use of the Lyapunov–Krasovskii function method. Consequently, the adaptive pinning synchronization is also investigated. Finally, a numerical example is given to show the effectiveness of the main results.

源语言	英语
页（从-至）	95-108
页数	14
期刊	Neural Processing Letters
卷	45
期	1
DOI	https://doi.org/10.1007/s11063-016-9514-1
出版状态	已出版 - 1 2月 2017
已对外发布	是

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title = "Weighted Average Pinning Synchronization for a Class of Coupled Neural Networks with Time-Varying Delays",

abstract = "This paper deals with the pinning synchronization problem for a class of neural networks with time-varying delay and nonsymmetrical coupling. The weighted average of all the node states is selected as the controlled synchronization state. A pinning feedback controller is proposed, and some sufficient conditions are derived to guarantee the global asymptotical synchronization by use of the Lyapunov–Krasovskii function method. Consequently, the adaptive pinning synchronization is also investigated. Finally, a numerical example is given to show the effectiveness of the main results.",

keywords = "(Adaptive) pinning synchronization, Coupled neural networks, Lyapunov–Krasovskii function, Time-varying delays",

author = "Qingbo Li and Jin Guo and Yuanyuan Wu and Sun, \{Chang Yin\}",

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T1 - Weighted Average Pinning Synchronization for a Class of Coupled Neural Networks with Time-Varying Delays

AU - Li, Qingbo

AU - Guo, Jin

AU - Wu, Yuanyuan

AU - Sun, Chang Yin

PY - 2017/2/1

Y1 - 2017/2/1

N2 - This paper deals with the pinning synchronization problem for a class of neural networks with time-varying delay and nonsymmetrical coupling. The weighted average of all the node states is selected as the controlled synchronization state. A pinning feedback controller is proposed, and some sufficient conditions are derived to guarantee the global asymptotical synchronization by use of the Lyapunov–Krasovskii function method. Consequently, the adaptive pinning synchronization is also investigated. Finally, a numerical example is given to show the effectiveness of the main results.

AB - This paper deals with the pinning synchronization problem for a class of neural networks with time-varying delay and nonsymmetrical coupling. The weighted average of all the node states is selected as the controlled synchronization state. A pinning feedback controller is proposed, and some sufficient conditions are derived to guarantee the global asymptotical synchronization by use of the Lyapunov–Krasovskii function method. Consequently, the adaptive pinning synchronization is also investigated. Finally, a numerical example is given to show the effectiveness of the main results.

KW - (Adaptive) pinning synchronization

KW - Coupled neural networks

KW - Lyapunov–Krasovskii function

KW - Time-varying delays

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EP - 108

JO - Neural Processing Letters

JF - Neural Processing Letters

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ER -

Weighted Average Pinning Synchronization for a Class of Coupled Neural Networks with Time-Varying Delays

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