Concepedia

Motor Fault Diagnosis Based on Short-time Fourier Transform and Convolutional Neural Network

Lihua Wang, Xiaoping Zhao, Jiaxin Wu, Yang‐Yang Xie, Yonghong Zhang

Chinese Journal of Mechanical Engineering · 2017 · 242 citations · 25 references

Concepts

ComputingComputer ScienceComputer VisionMachine LearningTime Series AnalysisDeep LearningDiagnosisDiagnosticsFault DetectionFault DiagnosisPattern RecognitionConvolutional Neural NetworksDeep Learning-based DiagnosisElectric Motor Fault DiagnosisFourier TransformMotor Fault DiagnosisNeural Network-based DiagnosisShort-time Fourier Transform

References

25

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

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe, Christian Szegedy · arXiv (Cornell University) · 2015 · 24.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe · arXiv (Cornell University) · 2024 · 15.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

Geoffrey E. Hinton, Li Deng, Dong Yu et al. · IEEE Signal Processing Magazine · 2012 · 10.3K citations

Computing, Computer Science, Acoustics +16