深度网络概览
From Ufldl
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==中英文对照== | ==中英文对照== | ||
Deep Networks 深度网络 | Deep Networks 深度网络 | ||
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deep neural networks 深度神经网络 | deep neural networks 深度神经网络 | ||
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non-linear transformation 非线性变换 | non-linear transformation 非线性变换 | ||
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activation function 激活函数 | activation function 激活函数 | ||
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represent compactly 简洁地表达 | represent compactly 简洁地表达 | ||
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part-whole decompositions “部分-整体”的分解 | part-whole decompositions “部分-整体”的分解 | ||
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parts of objects 目标的部件 | parts of objects 目标的部件 | ||
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highly non-convex optimization problem 高度非凸的优化问题 | highly non-convex optimization problem 高度非凸的优化问题 | ||
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conjugate gradient 共轭梯度 | conjugate gradient 共轭梯度 | ||
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diffusion of gradients 梯度的弥散 | diffusion of gradients 梯度的弥散 | ||
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Greedy layer-wise training 逐层贪婪训练方法 | Greedy layer-wise training 逐层贪婪训练方法 | ||
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autoencoder 自动编码器 | autoencoder 自动编码器 | ||
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fine-tuned 微调 | fine-tuned 微调 | ||
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self-taught learning 自学习方法 | self-taught learning 自学习方法 | ||
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==中文译者== | ==中文译者== | ||
郑胤(yzheng3xg@gmail.com), 谭晓阳(x.tan@nuaa.edu.cn), 许利杰(csxulijie@gmail.com) | 郑胤(yzheng3xg@gmail.com), 谭晓阳(x.tan@nuaa.edu.cn), 许利杰(csxulijie@gmail.com) |