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A neural network compression method based on knowledge-distillation and parameter quantization for the bearing fault diagnosis

Mengyu Ji, Gaoliang Peng, Sijue Li, Feng Cheng, Zhao Chen, Zhixiong Li, Haiping Du

2022Applied Soft Computing84 citationsDOI

Topics & Concepts

Computer scienceQuantization (signal processing)Field-programmable gate arrayArtificial neural networkConvolutional neural networkFault (geology)Deep learningArtificial intelligenceEmbedded systemAlgorithmComputer engineeringGeologySeismologyMachine Fault Diagnosis TechniquesFault Detection and Control SystemsGear and Bearing Dynamics Analysis
A neural network compression method based on knowledge-distillation and parameter quantization for the bearing fault diagnosis | Litcius