| 二进神经网络中SP函数的一般判别和构造方法 |
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| 引用本文： | 陆阳, 韩江洪, 魏臻. 二进神经网络中SP函数的一般判别和构造方法. 自动化学报, 2003, 29(2): 234-241. |
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| 作者姓名： | 陆阳 韩江洪 魏臻 |
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| 作者单位： | 1.合肥工业大学计算机与信息学院,合肥 |
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| 基金项目： | theScienceResearchProgramofAnhuiProvinceofP .R .China(0 10 4 1175 ) |
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| 摘 要： | SP函数是一类具有明确逻辑意义的线性可分结构系,PSP函数是SP函数的特殊子集.文中讨论了二进神经元对SP函数和PSP函数的表达问题,通过研究PSP函数分类超平面的某些性质,建立了SP函数和PSP函数的一般判别和构造方法.
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| 关 键 词： | 二进神经网络 线性可分 PSP函数 规则提取 |
| 收稿时间： | 2001-09-04 |
A General Judging and Constructing Method of SP Functions in Binary Neural Networks |
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| LU Yang, HAN Jiang-Hong, WEI Zhen. A General Judging and Constructing Method of SP Functions in Binary Neural Networks. ACTA AUTOMATICA SINICA, 2003, 29(2): 234-241. |
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| Authors: | LU Yang Han Jiang-hong WEI Zhen |
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| Affiliation: | 1. Computer and Information College,Hefei University of Technology,Hefei |
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| Abstract: | SP functions form a linearly separable series with a clear logical meaning and the set of PSP functions is only a special subset of SP functions. In this paper, some expression problems of SP function and PSP function in a binary neuron are discussed. Furthermore, some properties of the separating hyperplane for PSP functions are analyzed. Finally, a general judging and constructing method of SP functions and PSP functions is proposed. |
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| Keywords: | Binary neural network linearly separable PSP function rule extraction |
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