| 中立型细胞神经网络的稳定性分析 |
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| 引用本文： | 刘新海,佘秋野,张玉民.中立型细胞神经网络的稳定性分析[J].中国石油大学学报(自然科学版),2006,30(4):145-148. |
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| 作者姓名： | 刘新海 佘秋野 张玉民 |
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| 作者单位： | 1. 中国石油大学,数学与计算科学学院,山东,东营,257061
2. 东南大学,自动化研究所,南京,210096 |
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| 摘 要： | 基于线性矩阵不等式（LMI）技巧对中立型细胞神经网络的稳定性问题进行了研究，给出了神经网络稳定的一个充分性条件和系统稳定中立项所必须满足的一个必要条件。仿真结果证明了所给算法的有效性，同时表明所得结论优于Y-M-ZHANG等的结果。
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| 关 键 词： | 中立系统 神经网络 稳定性 线性矩阵不等式 |
| 收稿时间： | 2005-09-07 |
Stability analysis of neutral cellular neural networks |
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| LIU Xin-hai,SHE Qiu-ye,ZHANG Yu-min.Stability analysis of neutral cellular neural networks[J].Journal of China University of Petroleum,2006,30(4):145-148. |
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| Authors: | LIU Xin-hai SHE Qiu-ye ZHANG Yu-min |
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| Institution: | College of Mathematics and Computational Science in Chink University of Petroleum, Dongying 257061, Shandong Province, China ; 2. Institute of Automation, Southeast University, Nanjing 210096, China |
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| Abstract: | The stability of neutral cellular neural networks was studied based on linear matrix inequality technique. A sufficient condition and a necessary condition were derived to assure that the zero-solution of the system is stable. The simulation result shows the validity of the presented algorithm, which is less conservative than that of Y, M. ZHANG et al. |
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| Keywords: | neutral system neural networks stability linear matrix inequality |
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