A Transfer Learning based Cross-subject Generic Model for Continuous Estimation of Finger Joint Angles from a New User - Long, Yucheng; Geng, Yanjuan; Dai, Chenyun; Li, Guanglin (IEEE journal of biomedical and health informatics, 2023)
Keywords: Correlation coefficient; Correlation coefficients; cross-subject; Data models; Deep learning; Electromyography; End effectors; Error analysis; Estimation; Feature extraction; Finger; finger joint angles; Fingers; generic model; Kinematics; Knowledge management; Machine learning; Man-machine interfaces; motor intent estimation; multiuser; Robot control; surface electromyography (sEMG); Training; Transfer learning