| FPNN:优化的过程神经网络模型及其应用 |
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| 引用本文： | 王蕾,平静,宋国杰. FPNN:优化的过程神经网络模型及其应用[J]. 计算机工程与应用, 2009, 45(24): 136-139. DOI: 10.3778/j.issn.1002-8331.2009.24.040 |
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| 作者姓名： | 王蕾 平静 宋国杰 |
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| 作者单位： | 安阳师范学院计算机与信息工程学院,河南,安阳,455002;北京大学信息科学技术学院,北京,100871 |
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| 摘 要： | 利用既定条件下过程神经元与傅里叶神经元的等价性,提出一种优化的过程神经网络模型FPNN,并对等价性进行了证明。FPNN网络在保持了过程神经网络模型表达能力和预测准确率的同时,继承了FNN的优点,大大提高了模型的效率。
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| 关 键 词： | 傅里叶神经网络 过程神经网络 傅里叶过程神经网络 分类 模型转换 |
| 收稿时间： | 2009-02-05 |
| 修稿时间： | 2009-4-2 |
FPNN:Optimized process neural network model and its application |
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| WANG Lei,PING Jing,SONG Guo-jie. FPNN:Optimized process neural network model and its application[J]. Computer Engineering and Applications, 2009, 45(24): 136-139. DOI: 10.3778/j.issn.1002-8331.2009.24.040 |
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| Authors: | WANG Lei PING Jing SONG Guo-jie |
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| Affiliation: | WANG Lei1,PING Jing1,SONG Guo-jie21.School of Computer , Information Engineering,Anyang Normal University,Anyang,Henan 455002,China 2.School of Electronics Engineering , Computer Science,Peking University,Beijing 100871,China |
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| Abstract: | Through a transformation under certain condition,this paper transforms a PNN model into an identical FNN model, named FPNN model.The equivalence also has been presented in detail.It achieves higher time efficiency without any decrease of representation power or forecast correctness. |
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| Keywords: | Fourier Neural Network（FNN） Process Neural Network（PNN） Fourier Process Neural Network（FPNN） classification model transformation |
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