A BERT Based Method for Continuous Estimation of Cross-Subject Hand Kinematics From Surface Electromyographic Signals - Lin, Chuang; Chen, Xingjian; Guo, Weiyu; Jiang, Ning; Farina, Dario; Su, Jingyong (IEEE transactions on neural systems and rehabilitation engineering, 2023)
Keywords: Algorithms; BERT; Biomechanical Phenomena; Bit error rate; Coders; Convolution; Correlation coefficient; Correlation coefficients; cross-subjects; Electromyography; Electromyography - methods; Estimation; Feature extraction; Hand; hands kinematics; hard sample mining; Humans; Kinematics; Long short-term memory; Man-machine interfaces; Motion estimation; Movement; Performance evaluation; Performance measurement; sEMG; Transformers