独立成分分析
From Ufldl
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== 概述 == | == 概述 == | ||
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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。 | ||
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| + | ==中英文对照== | ||
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| + | :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 | ||
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==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） |
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| + | {{Languages|Independent_Component_Analysis|English}} | ||
