Improving deep convolutional neural networks with mixed maxout units

The maxout units have the problem of not delivering non-max features, resulting in the insufficient of pooling operation over a subspace that is composed of several linear feature mappings,when they are applied in deep convolutional neural networks.The mixed maxout (mixout) units were proposed to de...

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Bibliographic Details
Main Authors: Hui-zhen ZHAO, Fu-xian LIU, Long-yue LI, Chang LUO
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2017-07-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017145/
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