| 一类推广的二元神经网络的稳定性分析 |
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| 引用本文： | 高鸿,贺战兵.一类推广的二元神经网络的稳定性分析[J].计算技术与自动化,2009,28(3):134-136. |
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| 作者姓名： | 高鸿 贺战兵 |
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| 作者单位： | 1. 湖南信息职业技术学院,湖南,长沙,410200
2. 湖南大众传媒职业技术学院,湖南,长沙,410100 |
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| 基金项目： | 湖南省教育厅科研资助基金项目 |
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| 摘 要： | 利用不动点定理和微分不等式的分析技巧，引入多个变时滞，去掉对激活函数光滑性与有界性的假设，研究了一类推广的二元神经网络的平衡点的存在性，得到了系统存在平衡点和全局指数稳定性的新的充分条件．
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| 关 键 词： | 神经网络 平衡性 存在性 全局指数稳定性 |
Stability Analysis of a Class of Generalized Two-neuron Network |
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| GAO Hong,HE Zhan-bing.Stability Analysis of a Class of Generalized Two-neuron Network[J].Computing Technology and Automation,2009,28(3):134-136. |
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| Authors: | GAO Hong HE Zhan-bing |
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| Affiliation: | GAO Hong, HE Zhan-bing (1. Hunan College of Information, Changsha 410200, China; 2.Hunan Mass Media Vocational Technical College,Changsha 410100,China) |
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| Abstract: | The existence of the equilibrium of a class of generalized two-neuron network was studied by applying fixed point theorem and differential inequality technique. By introducing a number of time-varying delay and removing the smoothness and boundedness of the activation function. Some novel sufficient conditions are obtained to guarantee the existence and global exponen- tial stability of equilibrium. |
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| Keywords: | neural networks equilibrium existence global exponential stability |
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