A Deep Non-negative Matrix Factorization Model for Big Data Representation Learning

Nowadays, deep representations have been attracting much attention owing to the great performance in various tasks. However, the interpretability of deep representations poses a vast challenge on real-world applications. To alleviate the challenge, a deep matrix factorization method with non-negativ...

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Bibliographic Details
Main Authors: Zhikui Chen, Shan Jin, Runze Liu, Jianing Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2021.701194/full