Concepedia

Unsupervised fault diagnosis of rolling bearings using a deep neural network based on generative adversarial networks

Han Liu, Jianzhong Zhou, Yanhe Xu, Yang Zheng, Xuanlin Peng, Wei Jiang

Neurocomputing · 2018 · 245 citations · 26 references

Concepts

ComputingComputer ScienceIndustrial EngineeringMachine LearningDeep LearningFault DetectionFault DiagnosisGenerative ModelingNeural NetworksUnsupervised LearningBearing Condition MonitoringBearing Fault DiagnosisBearing FaultsBearingsDeep Learning-based DiagnosisFault Detection Using Deep LearningGenerative Adversarial NetworksNeural Network-based Diagnosis

References

26

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 40.2K citations

Computing, Computer Science, Computer Vision +9

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

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