论文题目:Deep residual shrinkage networks for fault diagnosis

题目翻译:基于深度残差收缩网络的故障诊断

期刊:IEEE Transactions on Industrial Informatics

面向问题:强噪声(或冗余信息繁多)

创新:①在深度残差网络中引入软阈值化,②并且自动设置阈值

本质:在注意力机制下实现特征的软阈值化

M. Zhao, S, Zhong, X. Fu, et al. Deep residual shrinkage networks for fault diagnosis[J]. IEEE Transactions on Industrial Informatics, DOI: 10.1109/TII.2019.2943898