| 神经网络模型对DNA序列分类问题的应用 |
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| 引用本文： | 田蓓艺,胡勇.神经网络模型对DNA序列分类问题的应用[J].南京晓庄学院学报,2001,17(4):12-16. |
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| 作者姓名： | 田蓓艺 胡勇 |
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| 作者单位： | 1. 南京晓庄学院,数学系,江苏,南京,210017
2. 南京师范大学,数学与计算机科学学院,江苏,南京,210097 |
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| 摘 要： | 从一个具体的DNA序列的分类问题出发,介绍应用感知器、BP网络和学习向量量子化神经网络模型解决识别问题的理论和算法.并且给出用MATLAB软件中的神经网络工具箱解决DNA序列分类这一具体问题的方法.
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| 关 键 词： | 神经网络 DNA序列分类 |
| 文章编号： | 1009-7902(2001)04-0012-05 |
| 修稿时间： | 2001年2月20日 |
The Application of the Neural Network Patterns in DNA Series Classification |
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| TIAN Bei-yi,HU Yong.The Application of the Neural Network Patterns in DNA Series Classification[J].Journal of Nanjing Xiaozhuang College,2001,17(4):12-16. |
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| Authors: | TIAN Bei-yi HU Yong |
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| Institution: | TIAN Bei-yi HU Yong |
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| Abstract: | On the basis of DNA series classification, this paper presents the solution to the identification by applying neural network patterns. Taking a specific DNA series classification as the starting point, this paper has introduced the solution to theories and calculation of the identification with perception, BP neural network and LVQ neural network. This paper also puts forward the solution to the specific problem by using the neural network toolbox in MATLAB. |
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| Keywords: | neural network DNA series classification |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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