Review on autoencoder and its application

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...

Полное описание

Библиографические подробности
Главные авторы: Jie LAI, Xiaodan WANG, Qian XIANG, Yafei SONG, Wen QUAN
Формат: Статья
Язык:zho
Опубликовано: Editorial Department of Journal on Communications 2021-09-01
Серии:Tongxin xuebao
Предметы:
Online-ссылка:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021160/