Research on deep feature learning and condition recognition method for bearing vibration

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Deep Learning: Methods and Applications

Li Deng, Dong Yu · Foundations and Trends® in Signal Processing · 2014 · 3.3K citations · Full text

Computing, Computer Science, Machine Learning +2

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Liang Gao, Yuyan Zhang · IEEE Transactions on Industrial Electronics · 2017 · 2.1K citations

Computing, Computer Science, Manufacturing Engineering +17

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

Türker İnce, Serkan Kıranyaz, Levent Eren et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.4K citations

Computing, Computer Science, Mechatronics Engineering +17

An optimizing BP neural network algorithm based on genetic algorithm

Shifei Ding, Chunyang Su, Junzhao Yu · Artificial Intelligence Review · 2011 · 799 citations

Computing, Computer Engineering, Computer Science +14