An enhanced convolutional neural network for bearing fault diagnosis based on time–frequency image

References

Page 1

	Year	Citations
Adam: A Method for Stochastic Optimization Diederik P. Kingma, Jimmy Ba UvA-DARE (University of Amsterdam) Artificial IntelligenceMathematical ProgrammingModel OptimizationMachine VisionMachine Learning	2014	84.5K
Visualizing Data using t-SNE Laurens van der Maaten, Geoffrey E. Hinton Journal of Machine Learning Research EngineeringData VisualizationData ExplorationVisualization (Data Visualization)Linear Embedding	2008	35.7K
Reducing the Dimensionality of Data with Neural Networks Geoffrey E. Hinton, Ruslan Salakhutdinov Science	2006	20.5K
A Fast Learning Algorithm for Deep Belief Nets Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh Neural Computation	2006	16.2K
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups Geoffrey E. Hinton, Li Deng, Dong Yu, IEEE Signal Processing Magazine EngineeringMachine LearningAcoustic ModelingSpeech RecognitionData Science	2012	10.2K
Face recognition: a convolutional neural-network approach Sandra Lawrence, C. Lee Giles, Ah Chung Tsoi, IEEE Transactions on Neural Networks Convolutional Neural NetworkEngineeringMachine LearningBiometricsNeural Network	1997	3.1K
Deep learning and its applications to machine health monitoring Rui Zhao, Ruqiang Yan, Zhenghua Chen, Mechanical Systems and Signal Processing EngineeringIntelligent DiagnosticsMachine LearningData ScienceDeep Learning	2018	2.4K
Rolling element bearing diagnostics—A tutorial Robert B. Randall, Jérôme Antoni Mechanical Systems and Signal Processing Fault DiagnosisCondition MonitoringEngineeringNondestructive TestingMechanical Engineering	2010	2.4K
A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method Long Wen, Xinyu Li, Liang Gao, IEEE Transactions on Industrial Electronics Fault DiagnosisConvolutional Neural NetworkMachine VisionMachine LearningData Science	2017	2K
Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data Feng Jia, Yaguo Lei, Jing Lin, Mechanical Systems and Signal Processing Fault DiagnosisDeep Neural NetworksEngineeringMachine LearningData Science	2015	1.6K

Page 1