Decomposing Task-Relevant Information From Surface Electromyogram for User-Generic Dexterous Finger Force Decoding - Fan, Jiahao; Hu, Xiaogang (IEEE journal of biomedical and health informatics, 2024)
Keywords: Adult; Algorithms; Amplitudes; Decoding; Decomposition; Dextrous fingers; Electrodes; Electromyography; Electromyography - methods; End effectors; feature decomposition; Female; Finger; finger force prediction; Fingers; Fingers - physiology; Force; Humans; Indexes; Male; Myoelectric control; Myoelectricity; Neural coding; neural interface; Neural networks; Predictions; Principal components analysis; Representations; Robot control; Root-mean-square errors; Signal Processing, Computer-Assisted; Surface electromyogram; Task analysis; Young Adult