| GAL神经网络训练算法的改进 |
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| 引用本文： | 晁勇,丁汉哲,刘福伟.GAL神经网络训练算法的改进[J].装甲兵工程学院学报,1999(3). |
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| 作者姓名： | 晁勇 丁汉哲 刘福伟 |
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| 作者单位： | 装甲兵工程学院运用与维修工程教研室 北京100072 |
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| 摘 要： | 对一种新型的神经网络——GAL(Grow and Learn)神经网络给出一种改进训练算法,与未改进的网络在训练时间、识别时间及识别准确率等方面进行比较,证明该网络结构简单、隐层节点易调整、运算量小,且识别准确率并未降低。
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| 关 键 词： | 神经网络 模式识别 信号检测 |
Development of a Training Algorithm for GAL Neural Network |
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| Chao Yong Ding Hanzhe Liu Fuwei.Development of a Training Algorithm for GAL Neural Network[J].Journal of Armored Force Engineering Institute,1999(3). |
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| Authors: | Chao Yong Ding Hanzhe Liu Fuwei |
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| Institution: | Chao Yong Ding Hanzhe Liu Fuwei |
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| Abstract: | The paper describes a new training algorithm for GAL (Grow and Learn) neural network, with an easy-changeable structure. With a comparison to the former training algorithm, it shows that the GAL neural network has the characteristics of simple structure, fast learning and the same accuracy rate. |
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| Keywords: | neural networks pattern recognition signal detection |
| 本文献已被 CNKI 等数据库收录！ |
