| BP网络学习算法改进及用于手写体数字识别 |
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| 引用本文： | 张保轩,张玮,周建鹏. BP网络学习算法改进及用于手写体数字识别[J]. 山东大学学报(工学版), 1996, 0(1) |
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| 作者姓名： | 张保轩 张玮 周建鹏 |
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| 作者单位： | 山东工业大学电子工程系 |
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| 摘 要： | 从误差函数入手对传统ＢＰ（Ｂａｃｋ－Ｐｒｏｐａｇａｔｉｏｎ）学习算法进行改进，实验表明此改进算法不仅提高了网络训练效率，而且改善了网络推广性能．
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| 关 键 词： | 神经网络，模式识别，数字识别，／BP算法 |
IMPROVING LEARNING ALGRITHM FOR BP NETWORK AND ITS APPLICATION IN HANDWRITTEN DIGITAL RECOGNITION |
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| Zhang Baoxuan ,Zhang Wei, Zhou Jianpeng. IMPROVING LEARNING ALGRITHM FOR BP NETWORK AND ITS APPLICATION IN HANDWRITTEN DIGITAL RECOGNITION[J]. Journal of Shandong University of Technology, 1996, 0(1) |
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| Authors: | Zhang Baoxuan Zhang Wei Zhou Jianpeng |
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| Abstract: | Proposes a new error function to improve traditional BP algrithm. The results of experiments show this algrithm has improved not only the learning efficiency,but also network's generalization abilities. |
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| Keywords: | Neural networks Pattern recognition Digital recognition /BP learning |
| 本文献已被 CNKI 等数据库收录！ |
