| 混合时滞与非线性控制输入神经网络同步分析 |
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| 引用本文： | 黄优良. 混合时滞与非线性控制输入神经网络同步分析[J]. 贵州大学学报(自然科学版), 2007, 24(4): 352-356 |
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| 作者姓名： | 黄优良 |
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| 作者单位： | 韶关学院,数学系,广东,韶关,512005;扬州大学,数学科学学院,江苏,扬州,225002 |
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| 基金项目： | 江苏省教育厅自然科学基金 , 扬州大学科技创新培育基金 |
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| 摘 要： | 研究了一类具有时变时滞与无穷分布时滞、控制输入具扇形非线性性(sector nonlin-earity in the control input)的神经网络的全局渐近同步问题,基于驱动-响应方法和Lyapunov理论,适当设计一个失忆扩散的输入控制律,给出了驱动系统与响应系统同步的充分条件。
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| 关 键 词： | 同步 细胞神经网络 时变时滞 分布时滞 Lyapunov方法 |
| 文章编号： | 1000-5269（2007）04-0352-05 |
| 修稿时间： | 2007-05-31 |
Synchronization of a Class of Neural Networks Containing Hybrid Delays and Sector Nonlinearity |
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| HUANG You-liang. Synchronization of a Class of Neural Networks Containing Hybrid Delays and Sector Nonlinearity[J]. Journal of Guizhou University(Natural Science), 2007, 24(4): 352-356 |
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| Authors: | HUANG You-liang |
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| Affiliation: | 1. Mathematical Department, Shaoguan University, Shaoguan Guangdong, 512005, China; 2. Mathematical science college, Yangzhou University, Yangzhou Jiangsu, 225002, China |
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| Abstract: | In this paper,the global synchronization of a class of delayed neural networks with time-varying and distributed delays are discussed.Based on drive-response concept and Lyapunov stability theorem,some sufficient conditions are achieved to guarantee the global asymptotic synchronization of such a system,in which the response system contains external disturbance and sector nonlinearity.The proposed controller is easily implemented. |
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| Keywords: | synchronization cellular neural networks distribute delay Lyapunov method. |
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