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 | ||
