独立成分分析
From Ufldl
Line 1: | Line 1: | ||
- | |||
== 概述 == | == 概述 == | ||
Line 69: | Line 68: | ||
与[[Sparse Coding: Autoencoder Interpretation | 稀疏编码算法]]类似,加上一个拓扑代价项,独立成分分析法可以修改成具有拓扑性质的算法。 | 与[[Sparse Coding: Autoencoder Interpretation | 稀疏编码算法]]类似,加上一个拓扑代价项,独立成分分析法可以修改成具有拓扑性质的算法。 | ||
+ | |||
+ | |||
+ | |||
+ | ==中英文对照== | ||
+ | |||
+ | :独立成分分析 Independent Component Analysis | ||
+ | :稀疏编码算法 Sparse coding | ||
+ | :超完备基 Over-complete basis | ||
+ | :标准正交基 Orthonormal basis | ||
+ | :稀疏惩罚项 Sparsity penalty | ||
+ | :梯度下降法 Gradient descent | ||
+ | :白化 Whitened | ||
+ | :不完备基 Under-complete basis | ||
+ | :线搜索算法 Line-search algorithm | ||
+ | :拓扑代价项 Topographic cost term | ||
Line 74: | Line 88: | ||
==中文译者== | ==中文译者== | ||
- | @ | + | 袁贞明(zmyuan@hznu.edu.cn),晓风(xiaofeng.zhb@alibaba-inc.com), 林锋(xlfg@yeah.net) |
+ | |||
+ | |||
+ | {{Languages|Independent_Component_Analysis|English}} |