| 二层高阶神经网络对任意布尔函数的实现 |
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| 引用本文： | 李金艳,余英林.二层高阶神经网络对任意布尔函数的实现[J].华南理工大学学报(自然科学版),1995,23(10):111-116. |
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| 作者姓名： | 李金艳 余英林 |
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| 作者单位： | 华南理工大学无线电与自动控制所 |
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| 摘 要： | 本文讨论了二层高阶神经网络的能力问题。主要有三个方面的结果：（１）证明了任意布尔函数可由二层高神经网络实现；（２）给出了二层高阶神经网络的ＢＰ算法；（３）模拟实验结果。上述结论表明对高神经的研究具有很强的理论意义和实用价值。
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| 关 键 词： | 布尔函数 神经网络 高阶神经网络 BP算法 |
THE REALIZATION OF ARBITRARY BOOLEAN FUNCTION BY TWO-LAYERED HIGH ORDER NEURAL NETWORK |
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| Li Jinyan,Yu Yinglin.THE REALIZATION OF ARBITRARY BOOLEAN FUNCTION BY TWO-LAYERED HIGH ORDER NEURAL NETWORK[J].Journal of South China University of Technology(Natural Science Edition),1995,23(10):111-116. |
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| Authors: | Li Jinyan Yu Yinglin |
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| Abstract: | The capabilities of two-layered high-order neural network have been discussed and the results in three aspects have been obtained in this paper (1)It is has been proved that the arbitrary bolean function can be realized by the two-layered high-order nearal network;(2)The BP algorithm of the two-lagered high order neural network has been given;(3)the simulated experiment results.These results show that the capabilities of high-order neural network are worth reasearching from the view of both theory and application. |
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| Keywords: | s: boolean functions high order neural network /the BP algorithm of two-layered high-order neural network matrix-block |
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