A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier

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

Receptive fields of single neurones in the cat's striate cortex

David H. Hubel, T. N. Wiesel · The Journal of Physiology · 1959 · 4.7K citations

Life Sciences, Neurobiology, Neuroscience +16

A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

Zhiwei Gao, Carlo Cecati, Steven X. Ding · IEEE Transactions on Industrial Electronics · 2015 · 3K citations

Engineering, Industrial Engineering, Systems Engineering +11

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

Wade A. Smith, Robert B. Randall · Mechanical Systems and Signal Processing · 2015 · 2.5K citations · Full text

Engineering, Mechanical Engineering, Finite Element Analysis +11

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

Serkan Kıranyaz, Türker İnce, Moncef Gabbouj · IEEE Transactions on Biomedical Engineering · 2015 · 1.9K citations

Engineering, Biomedical Engineering, Cardiology +17