Review on autoencoder and its application

Review on autoencoder and its application

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As a typical deep unsupervised learning model, autoencoder can automatically learn effective abstract features from unlabeled samples.In recent years, autoencoder has been widely used in target recognition, intrusion detection, fault diagnosis and many other fields.Thus, the theoretical basis, impro...

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Váldodahkkit: Jie LAI, Xiaodan WANG, Qian XIANG, Yafei SONG, Wen QUAN
Materiálatiipa: Artihkal
Giella:zho
Almmustuhtton: Editorial Department of Journal on Communications 2021-09-01
Ráidu:Tongxin xuebao
Fáttát:
autoencoder
deep learning
unsupervised learning
feature extraction
regularization
Liŋkkat:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021160/

Interneahtta

http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021160/

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