A comprehensive survey on design and application of autoencoder in deep learning

• Published in: Applied soft computing Vol. 138; p. 110176
• Main Authors: Li, Pengzhi, Pei, Yan, Li, Jianqiang
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2023
• Subjects: Autoencoder; Autoencoder application; Deep learning; Feature extraction; Unsupervised learning; Deep learning; Feature extraction; Autoencoder; Autoencoder application; Unsupervised learning

Autoencoder is an unsupervised learning model, which can automatically learn data features from a large number of samples and can act as a dimensionality reduction method. With the development of deep learning technology, autoencoder has attracted the attention of many scholars. Researchers have pro...