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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Bibliographic Details
Main Authors: Jie LAI, Xiaodan WANG, Qian XIANG, Yafei SONG, Wen QUAN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2021-09-01
Series:Tongxin xuebao
Subjects:
autoencoder
deep learning
unsupervised learning
feature extraction
regularization
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021160/

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

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