BCI Report Research previewMotor imagery / rest
OpenNeuro ds003810 is an EEG dataset of kinesthetic motor imagery of dominant-hand grasping versus rest, recorded from 10 participants without previous BCI experience using a low-cost OpenBCI Cyton + Daisy board with 15 electrodes over sensorimotor areas. Released on OpenNeuro by Peterson et al. and described in Data in Brief (2022).
Also known as ds003810 · Motor Imagery vs Rest - Low-Cost EEG System · A motor imagery vs. rest dataset with low-cost consumer grade EEG hardware · Peterson et al. (2022)
Description sources openneuro.org · pmc.ncbi.nlm.nih.gov · doi.org · doi.org
Every figure below is copied from a reviewed download, not recomputed for this page. Read each group with its protocol on the linked page.
| Method | Condition | Metric | Value | People |
|---|---|---|---|---|
| Spectral ridge | Rest versus right-hand imagery | Balanced accuracy | 54.9%53.2%–56.7% | 10 |
| CSP+LDA | Rest versus right-hand imagery | Balanced accuracy | 47.1%43.8%–50.2% | 10 |
| LaBraM | Rest versus right-hand imagery | Balanced accuracy | 53.5%51.4%–55.4% | 10 |
| CBraMod | Rest versus right-hand imagery | Balanced accuracy | 62.9%59.6%–66.5% | 10 |
| EEGNet | Rest versus right-hand imagery | Balanced accuracy | 71.0%65.0%–76.3% | 10 |
| Method | Condition | Metric | Value | People |
|---|---|---|---|---|
| Log-covariance ridge | MI / rest | Balanced accuracy | 52.3%48.5%–56.4% | 10 |
Credit Peterson et al. · OpenNeuro ds003810, version 2.0.2. Study: https://pmc.ncbi.nlm.nih.gov/articles/PMC9114495/
BCI Report does not redistribute any recording. These are aggregate measurements computed by BCI Report under the licence above; the data belong to the people credited.