Extracting multi-scale and salient features by mse based u-structure and cbam for sleep staging

HIGHLIGHTS

  • who: - Sleep Stage Classification and colleagues from the (UNIVERSITY) have published the research: Extracting Multi-Scale and Salient features By MSE based U-Structure and CBAM for Sleep Staging, in the Journal: (JOURNAL)
  • what: The authors propose a deep neural_network based on the U-structure of MSE combined with CBAM, which can effectively capture multi-scale features of different sleep stages, learn sleep transition rules and solve the data set imbalance problem. The proposed model is extensively experimented on three public datasets; the results demonstrate that the model has a significant improvement in sleep stage . . .

     

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