Motor Imagery vs Rest - Low-Cost EEG System
Imported from OpenNeuro ds003810
NEMAR-curated copy of OpenNeuro ds003810
This is the NEMAR-curated copy. We pull from OpenNeuro periodically; each
pull is a major version bump (vN.0.0). Versions between
pulls (vN.x.y) are NEMAR-side fixes and improvements.

This dataset consists of electroencephalography (EEG) signals adquired with a low-cost consumer-grade device. The 10 participants had no previous BCI experience. The BCI protocol consisted of two conditions, namely the kinesthetic imagination of grasping movement (MI) of the dominant hand and rest/idle condition.Five protocol runs were asked to be performed by the user. The first run, called RUN0, involved real grasping movement in order to better explain the protocol and to help the subject to focus on the sensation of making the movement. The rest of the runs (RUN1-RUN4) were equal, consisting of MI vs.Rest conditions. The EMG signals of the dominant hand was adquired for protocol control. During acquisition, the EEG signals were filtered between 0.5 and 45 Hz with a 3rd order Butterworth bandpass-filter.
Files
- dataset_description.json 876 B JSON
- participants.json 609 B JSON
- README.md 937 B README
-
.nemar 0 dirs · 1 files 544 B
- metadata.json 544 B JSON
-
Code 0 dirs · 1 files 300 KB
- Demo_datause.ipynb 300 KB
-
sub-02 1 dirs · 5 files 6.58 MB
-
eeg/ 5 files 6.58 MB
- sub-02_task-MIvsRest_run-0_eeg.edf 476 KB Vis · soon
- sub-02_task-MIvsRest_run-1_eeg.edf 1.65 MB Vis · soon
- sub-02_task-MIvsRest_run-2_eeg.edf 1.61 MB Vis · soon
- sub-02_task-MIvsRest_run-3_eeg.edf 1.25 MB Vis · soon
- sub-02_task-MIvsRest_run-4_eeg.edf 1.59 MB Vis · soon
-
-
sub-03 1 dirs · 5 files 6.96 MB
-
eeg/ 5 files 6.96 MB
- sub-03_task-MIvsRest_run-0_eeg.edf 487 KB Vis · soon
- sub-03_task-MIvsRest_run-1_eeg.edf 1.58 MB Vis · soon
- sub-03_task-MIvsRest_run-2_eeg.edf 1.63 MB Vis · soon
- sub-03_task-MIvsRest_run-3_eeg.edf 1.63 MB Vis · soon
- sub-03_task-MIvsRest_run-4_eeg.edf 1.65 MB Vis · soon
-
-
sub-04 1 dirs · 5 files 6.94 MB
-
eeg/ 5 files 6.94 MB
- sub-04_task-MIvsRest_run-0_eeg.edf 480 KB Vis · soon
- sub-04_task-MIvsRest_run-1_eeg.edf 1.65 MB Vis · soon
- sub-04_task-MIvsRest_run-2_eeg.edf 1.60 MB Vis · soon
- sub-04_task-MIvsRest_run-3_eeg.edf 1.62 MB Vis · soon
- sub-04_task-MIvsRest_run-4_eeg.edf 1.60 MB Vis · soon
-
-
sub-05 1 dirs · 5 files 6.94 MB
-
eeg/ 5 files 6.94 MB
- sub-05_task-MIvsRest_run-0_eeg.edf 480 KB Vis · soon
- sub-05_task-MIvsRest_run-1_eeg.edf 1.60 MB Vis · soon
- sub-05_task-MIvsRest_run-2_eeg.edf 1.64 MB Vis · soon
- sub-05_task-MIvsRest_run-3_eeg.edf 1.64 MB Vis · soon
- sub-05_task-MIvsRest_run-4_eeg.edf 1.60 MB Vis · soon
-
-
sub-06 1 dirs · 5 files 6.98 MB
-
eeg/ 5 files 6.98 MB
- sub-06_task-MIvsRest_run-0_eeg.edf 476 KB Vis · soon
- sub-06_task-MIvsRest_run-1_eeg.edf 1.63 MB Vis · soon
- sub-06_task-MIvsRest_run-2_eeg.edf 1.61 MB Vis · soon
- sub-06_task-MIvsRest_run-3_eeg.edf 1.66 MB Vis · soon
- sub-06_task-MIvsRest_run-4_eeg.edf 1.61 MB Vis · soon
-
-
sub-07 1 dirs · 5 files 6.82 MB
-
eeg/ 5 files 6.82 MB
- sub-07_task-MIvsRest_run-0_eeg.edf 476 KB Vis · soon
- sub-07_task-MIvsRest_run-1_eeg.edf 1.58 MB Vis · soon
- sub-07_task-MIvsRest_run-2_eeg.edf 1.57 MB Vis · soon
- sub-07_task-MIvsRest_run-3_eeg.edf 1.61 MB Vis · soon
- sub-07_task-MIvsRest_run-4_eeg.edf 1.59 MB Vis · soon
-
-
sub-08 1 dirs · 5 files 6.97 MB
-
eeg/ 5 files 6.97 MB
- sub-08_task-MIvsRest_run-0_eeg.edf 480 KB Vis · soon
- sub-08_task-MIvsRest_run-1_eeg.edf 1.63 MB Vis · soon
- sub-08_task-MIvsRest_run-2_eeg.edf 1.64 MB Vis · soon
- sub-08_task-MIvsRest_run-3_eeg.edf 1.63 MB Vis · soon
- sub-08_task-MIvsRest_run-4_eeg.edf 1.61 MB Vis · soon
-
-
sub-09 1 dirs · 5 files 6.97 MB
-
eeg/ 5 files 6.97 MB
- sub-09_task-MIvsRest_run-0_eeg.edf 480 KB Vis · soon
- sub-09_task-MIvsRest_run-1_eeg.edf 1.64 MB Vis · soon
- sub-09_task-MIvsRest_run-2_eeg.edf 1.63 MB Vis · soon
- sub-09_task-MIvsRest_run-3_eeg.edf 1.64 MB Vis · soon
- sub-09_task-MIvsRest_run-4_eeg.edf 1.60 MB Vis · soon
-
-
sub-10 1 dirs · 5 files 6.93 MB
-
eeg/ 5 files 6.93 MB
- sub-10_task-MIvsRest_run-0_eeg.edf 480 KB Vis · soon
- sub-10_task-MIvsRest_run-1_eeg.edf 1.60 MB Vis · soon
- sub-10_task-MIvsRest_run-2_eeg.edf 1.66 MB Vis · soon
- sub-10_task-MIvsRest_run-3_eeg.edf 1.60 MB Vis · soon
- sub-10_task-MIvsRest_run-4_eeg.edf 1.61 MB Vis · soon
-
-
sub-12 1 dirs · 5 files 6.89 MB
-
eeg/ 5 files 6.89 MB
- sub-12_task-MIvsRest_run-0_eeg.edf 480 KB Vis · soon
- sub-12_task-MIvsRest_run-1_eeg.edf 1.61 MB Vis · soon
- sub-12_task-MIvsRest_run-2_eeg.edf 1.61 MB Vis · soon
- sub-12_task-MIvsRest_run-3_eeg.edf 1.61 MB Vis · soon
- sub-12_task-MIvsRest_run-4_eeg.edf 1.59 MB Vis · soon
-