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学习矢量量化

于 2022-01-31 发布 文件大小:49.90 kB
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应用背景在计算机科学中, ; ;学习矢量量化(LVQ),是一种 ; 原型基于监督分类; ; ;算法。LVQ是监督对口 ;矢量量化 ;系统。关键技术LVQ可以理解为一个特殊的情况下,一个 ;人工神经网络,更确切地说,它将一个 ;赢家通吃 ;Hebbian学习方法。这是一个前兆 ;自组织映射 ; (SOM)和相关;神经气体,并对 ;K-近邻算法(K-NN) 。LVQ由 发明;Teuvo Kohonen。[ 1 ]

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