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Shock and Vibration
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Shock and Vibration
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2017
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Article
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Tab 2
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Research Article
Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings
Table 2
Overview of learnable parameters for the CNN architectures.
CNN model
32 × 32 image
96 × 96 image
Architecture 2
41,163
368,854
Proposed CNN
501,836
2,140,236
Architecture 1
1,190,723
9,579,331