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Global Exponential Stability of Almost Periodic Solution of Cellular Neural Networks with Time-Varying Delays 被引量:2

Global Exponential Stability of Almost Periodic Solution of Cellular Neural Networks with Time-Varying Delays
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摘要 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. 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.
出处 《Journal of Electronic Science and Technology of China》 2007年第3期238-242,共5页 中国电子科技(英文版)
关键词 Almost periodic solution cellular neural networks with time-varying delays (CNNVDs) global exponential stability topological degree theory. Almost periodic solution, cellular neural networks with time-varying delays (CNNVDs), global exponential stability, topological degree theory.
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