深度网络概览
From Ufldl
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==概述== | ==概述== | ||
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在下一节中,我们将会具体阐述如何进行逐层贪婪训练。 | 在下一节中,我们将会具体阐述如何进行逐层贪婪训练。 | ||
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+ | ==中英文对照== | ||
+ | Deep Networks 深度网络 | ||
+ | deep neural networks 深度神经网络 | ||
+ | non-linear transformation 非线性变换 | ||
+ | activation function 激活函数 | ||
+ | represent compactly 简洁地表达 | ||
+ | part-whole decompositions “部分-整体”的分解 | ||
+ | parts of objects 目标的部件 | ||
+ | highly non-convex optimization problem 高度非凸的优化问题 | ||
+ | conjugate gradient 共轭梯度 | ||
+ | diffusion of gradients 梯度的弥散 | ||
+ | Greedy layer-wise training 逐层贪婪训练方法 | ||
+ | autoencoder 自动编码器 | ||
+ | fine-tuned 微调 | ||
+ | self-taught learning 自学习方法 | ||
+ | outputs/predictions | ||