发明名称 |
WHITENED NEURAL NETWORK LAYERS |
摘要 |
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for processing inputs using a neural network system that includes a whitened neural network layer. One of the methods includes receiving an input activation generated by a layer before the whitened neural network layer in the sequence; processing the received activation in accordance with a set of whitening parameters to generate a whitened activation; processing the whitened activation in accordance with a set of layer parameters to generate an output activation; and providing the output activation as input to a neural network layer after the whitened neural network layer in the sequence. |
申请公布号 |
WO2016197054(A1) |
申请公布日期 |
2016.12.08 |
申请号 |
WO2016US35901 |
申请日期 |
2016.06.03 |
申请人 |
GOOGLE INC. |
发明人 |
DESJARDINS, Guillaume;SIMONYAN, Karen;KAVUKCUOGLU, Koray;PASCANU, Razvan |
分类号 |
G06N3/08;G06N3/04 |
主分类号 |
G06N3/08 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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