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Global Exponential Stability of Almost Periodic Solution of Cellular Neural Networks with Time-Varying Delays

中国电子科技2007,Vol.5Issue(3):238-242,5.
中国电子科技2007,Vol.5Issue(3):238-242,5.

Global Exponential Stability of Almost Periodic Solution of Cellular Neural Networks with Time-Varying Delays

Global Exponential Stability of Almost Periodic Solution of Cellular Neural Networks with Time-Varying Delays

1

作者信息

  • 1. School of Applied Mathematics, University of Electronic Science and Technology of China (UESTC), Chengdu, 610054, China;School of Applied Mathematics, University of Electronic Science and Technology of China (UESTC), Chengdu, 610054, China
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摘要

Abstract

In this paper, global exponential stability of almost periodic solution of cellular neural networks with time-varing delays (CNNVDs) is considered. By using the methods of the topological degree theory and generalized Halanay inequality, a few new applicable criteria are established for the existence and global exponential stability of almost periodic solution. Some previous results are improved and extended in this letter and one example is given to illustrate the effectiveness of the new results.

关键词

Almost periodic solution, cellular neural networks with time-varying delays (CNNVDs), global exponential stability, topological degree theory.

Key words

Almost periodic solution, cellular neural networks with time-varying delays (CNNVDs), global exponential stability, topological degree theory.

分类

信息技术与安全科学

引用本文复制引用

..Global Exponential Stability of Almost Periodic Solution of Cellular Neural Networks with Time-Varying Delays[J].中国电子科技,2007,5(3):238-242,5.

中国电子科技

1674-862X

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