反向传导算法
From Ufldl
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+ | :【专业术语对照表】: | ||
+ | 为了在后期校对时,使前后章节专业术语翻译统一,再此将此章中专业术语翻译的中英文对照总结到下表,以便统一修改,或用于后期专业名词附录。 | ||
+ | 反向传播算法 Backpropagation Algorithm | ||
+ | (批量)梯度下降法 (batch) gradient descent | ||
+ | (整体)代价函数 (overall) cost function | ||
+ | 平方差 squared-error | ||
+ | 均方差 average sum-of-squares error | ||
+ | 规则化项 regularization term | ||
+ | 权重衰减 weight decay | ||
+ | 偏置项 bias terms | ||
+ | 贝叶斯规则化方法 Bayesian regularization method | ||
+ | 高斯先验概率 Gaussian prior | ||
+ | 极大后验假设 MAP | ||
+ | 极大似然估计 maximum likelihood estimation | ||
+ | S型函数 sigmoid function | ||
+ | 激励函数 activation function | ||
+ | 双曲正切函数 tanh function | ||
+ | 非凸函数 non-convex function | ||
+ | 隐藏层单元 hidden (layer) units | ||
+ | 对称破缺 symmetry breaking | ||
+ | 学习速率 learning rate | ||
+ | 前向传递 forward pass | ||
+ | 假设值 hypothesis | ||
+ | 残差项 error term | ||
+ | 加权平均值 weighted average | ||
+ | 前馈传导 feedforward pass | ||
+ | 阿达马乘积 Hadamard product | ||
+ | 前向传播 forward propagation | ||
{{Sparse_Autoencoder}} | {{Sparse_Autoencoder}} |