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WaveletKernelNet

This is the code for WaveletKernelNet. You can use our open source code library for Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study for model test.

The code library is available at https://github.com/ZhaoZhibin/DL-based-Intelligent-Diagnosis-Benchmark.

Citation

T. Li et al., "WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, doi: 10.1109/TSMC.2020.3048950.

or

@ARTICLE{WaveletKernelNet, author={T. {Li} and Z. {Zhao} and C. {Sun} and L. {Cheng} and X. {Chen} and R. {Yan} and R. X. {Gao}}, journal={IEEE Transactions on Systems, Man, and Cybernetics: Systems}, title={WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis}, year={2021}, volume={}, number={}, pages={1-11}, doi={10.1109/TSMC.2020.3048950}}

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·litianfu@stu.xjtu.edu.cn

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This is the code for WaveletKernelNet.

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  • Python 100.0%