BNCI 2015-004 Mental tasks dataset
…bandpower, temporal features - **Frequency bands**: mu=[8, 12] Hz; beta=[13, 30…
- Participants
- 9
- Channels
- 30 (10-10)
- Citations
- 78
- HED
- v8.4.0
- Size
- 2.74 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
…bandpower, temporal features - **Frequency bands**: mu=[8, 12] Hz; beta=[13, 30…
…trial segmentation, auxiliary-channel exclusion, per-trial temporal centering in the MOABB…
…task may not reflect original temporal sequence - 11 "intruder" subjects in Testing…
…with UKF smoothing - **Feature extraction**: Temporal features (7 time points × 55 channels…
…positive electrodes were used, for temporal dynamics only. - Per-participant age, sex…
…mean amplitudes in six temporal intervals per channel ## Cross-Validation - **Method**: leave…
…encoding model, event responses, spatio-temporal - **Spatial filters**: CCA ## Cross-Validation - **Method…
…the ventricles, central sulcus, superior temporal gyrus, etc.), the location of a…
…of IDs had expiration dates temporally close to the current date (i…
…of IDs had expiration dates temporally close to the current date (i…