| 神经网络的特点及改进方法综述 |
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| 引用本文： | 王坤.神经网络的特点及改进方法综述[J].适用技术之窗,2011(7):227-232. |
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| 作者姓名： | 王坤 |
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| 作者单位： | 西安工业大学电子信息工程学院,陕西西安710032 |
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| 摘 要： | 本文在对前馈神经网络训练算法分析的基础上，阐述了标准BP算法的特点，并分析了在实际应用中存在的不足，指出了产生不足的原因，最后介绍了一些常见的改进算法，说明了进一步研究的方向。
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| 关 键 词： | 神经网络 收敛速度 局部极小 改进算法 |
Summarizing of the Characteristics and the Improved Algorithms of the Neural Network |
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| Wang Kun.Summarizing of the Characteristics and the Improved Algorithms of the Neural Network[J].Science & Technology Plaza,2011(7):227-232. |
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| Authors: | Wang Kun |
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| Affiliation: | Wang Kun (School of Electronic and Information, Xi＇an Technology University, Shaanxi Xi＇an 710032) |
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| Abstract: | On the basis of the analysis of the training algorithm of feedback neural network, the characteristics and the shortcomings of the standard back propagation algorithm are discussed. Some commonly used suppression algorithm are introduced in the paper, and the further research direction of the improved algorithm is pointed out. |
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| Keywords: | Neural Network Velocity of Convergence Local Minimum Improved Algorithm |
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