深度网络概览
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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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+ | {{CNN}} | ||
==中英文对照== | ==中英文对照== | ||
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- | deep neural networks | + | :深度网络 Deep Networks |
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+ | :深度神经网络 deep neural networks | ||
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+ | :非线性变换 non-linear transformation | ||
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+ | :激活函数 activation function | ||
- | + | :简洁地表达 represent compactly | |
- | + | :“部分-整体”的分解 part-whole decompositions | |
- | + | :目标的部件 parts of objects | |
- | + | :高度非凸的优化问题 highly non-convex optimization problem | |
- | + | :共轭梯度 conjugate gradient | |
- | + | :梯度的弥散 diffusion of gradients | |
- | + | :逐层贪婪训练方法 Greedy layer-wise training | |
- | + | :自动编码器 autoencoder | |
- | + | :微调 fine-tuned | |
- | + | :自学习方法 self-taught learning | |
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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) |