| 有变时滞离散神经网络的指数稳定性 |
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| 引用本文： | 赵冬,;吴然超.有变时滞离散神经网络的指数稳定性[J].淮北煤师院学报,2009(1):23-27. |
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| 作者姓名： | 赵冬 ;吴然超 |
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| 作者单位： | [1]安徽大学数学科学学院,安徽合肥230039; [2]淮北职业技术学院基础部,安徽淮北235000 |
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| 摘 要： | 文章通过Brouwer不动点理论论证平衡点的存在性，利用相关矩阵不等式论证其全局指数稳定性，研究具有变时滞离散神经网络平衡点的指数稳定性．
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| 关 键 词： | 指数稳定性 平衡点 离散神经网络 |
Exponential Stability of the Equilibrium Point for the Discrete -time Neural Networks with Variable Delays |
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| Institution: | ZHAO Dong, WU Ran-chao (1. School of Mathemntieal Sciences, Anhui University, 230039, Hefei, Anhui, China; 2. Department of Basic Courses, Huaibei Professional and Technical College, 235000, Hnaibei, Anhui, China) |
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| Abstract: | In this paper, we discuss the exponential stability for the equilibrium point of discrete- time neural networks with variable delays. We prove the existence of the equilibrium by the Brouwer theory and discuss the exponential stability by the linear matrix inequality theory. |
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| Keywords: | exponential stability equilibrium point discrete - time neural networks |
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