upper-limb sequential sEMG dataset (ULSE)

A total of 10 male subjects were recruited in this study, including 7 healthy volunteers (mean age: 23 ± 2 years) and 3 hemiplegic patients (mean age: 65 ± 2 years). The subjects were from Tongji University and Yangzhi Affiliated Rehabilitation Hospital of Tongji University. The ethical review and experimental protocol of this study have been approved by the Ethics Review Committee of Yangzhi Affiliated Rehabilitation Hospital of Tongji University, with the application number No. Yangzhi Lun Shen Zi [2023]036. Each subject completed 10 experimental sessions following the instructions on the experimental interface. Each session consisted of 10 repetitions of the 4 paradigms, with each execution lasting 5 seconds. Each data file represents the execution of one motor paradigm, i.e., one sample. each is data in the form of C*T (where C represents the number of EMG electrodes and T represents the number of sampling points).