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[Cross-session motor imagery-electroencephalography decoding with Riemannian spatial filtering and domain adaptation]

Lincong Pan1,2, Xinwei Sun1,2, Kun Wang1,3

  • 1Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, P. R. China.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi
|April 27, 2025
PubMed
Summary

This study introduces a new Riemannian spatial filtering and domain adaptation (RSFDA) method to improve motor imagery brain-computer interface (BCI) accuracy. The RSFDA method enhances cross-session classification efficiency and performance.

Keywords:
Brain-computer interfaceCross-sessionElectroencephalographyMachine learningMotor imagery

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