Biomed_SPC: Measuring SMR during Active and Resistive Movement

Measuring Sensorimotor Rhythms (SMR) modulation during overt movement promotes rehabilitation protocols where level of resistance to movement is adaptively modulated relying on neural activity. This dataset contains multimodal recordings (EEG, EMG, and IMU) acquired from 9 subjects (S01–S09) during the execution of two class of movement: elbow flexion and extension. 16 experimental runs were recorded, under active (A) and resistive (R) movement conditions, with and without the “Sensorimotor Rhythm” (SMR) modulation. The R movement condition was simulated using a dumbbell of 1.4 kg.

Each subject has three sets of data:

EEG: electroencephalographic activity

EMG: electromyographic activity

IMU: inertial movement unit

The information for the use of the data is detailed explained in the README.txt file and data_dictionary.xlsx