自编码算法与稀疏性
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| - | + | ==中英文对照== | |
| + | :自编码算法 Autoencoders | ||
| + | :稀疏性 Sparsity | ||
| + | :神经网络 neural networks | ||
| + | :监督学习 supervised learning | ||
| + | :无监督学习 unsupervised learning | ||
| + | :反向传播算法 backpropagation | ||
| + | :隐藏神经元 hidden units | ||
| + | :像素灰度值 the pixel intensity value | ||
| + | :独立同分布 IID | ||
| + | :主元分析 PCA | ||
| + | :激活 active | ||
| + | :抑制 inactive | ||
| + | :激活函数 activation function | ||
| + | :激活度 activation | ||
| + | :平均活跃度 the average activation | ||
| + | :稀疏性参数 sparsity parameter | ||
| + | :惩罚因子 penalty term | ||
| + | :相对熵 KL divergence | ||
| + | :伯努利随机变量 Bernoulli random variable | ||
| + | :总体代价函数 overall cost function | ||
| + | :后向传播 backpropagation | ||
| + | :前向传播 forward pass | ||
| + | :梯度下降 gradient descent | ||
| + | :目标函数 the objective | ||
| + | :梯度验证方法 the derivative checking method | ||
==中文译者== | ==中文译者== | ||
| - | @ | + | 周韬（ztsailing@gmail.com），葛燕儒（yrgehi@gmail.com），林锋（xlfg@yeah.net），余凯（kai.yu.cool@gmail.com） |
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| + | {{稀疏自编码器}} | ||
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| + | {{Languages|Autoencoders_and_Sparsity|English}} | ||
