nm000192
BNCI 2015-006 Music BCI dataset
EEG
…LDA with shrinkage covariance - **Feature extraction**: spatio-temporal features, voltage averaging in…
- Participants
- 11
- Citations
- 82
- HED
- v8.4.0
- Size
- 4.38 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
Discover datasets
28 results for "covariance matrices" · page 2 of 3 · ranked by relevance
-
- nm000123
Kalunga2016 – SSVEP Exo dataset
EEG…Classifiers**: MDRM, CCA - **Feature extraction**: Covariance/Riemannian ## Cross-Validation - **Method**: bootstrap - **Evaluation…
- Participants
- 12
- Channels
- 8 (10-10)
- Citations
- 74
- HED
- v8.4.0
- Size
- 77.9 MB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- on003392
NeuroSpin hMT+ Localizer DATA (MEG & aMRI)
ANAT MEG…the computation of the noise covariance matrix. Bad MEG channels were marked…
- Participants
- 12
- Size
- 10.1 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- on003922
Multisensory Correlation Detector
ANAT MEG…the computation of the noise covariance matrix. Bad MEG channels were marked…
- Participants
- 14
- Size
- 75.1 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- on006720
Alpha power indexes working memory load for durations
ANAT MEG…used to compute the noise covariance matrix for source reconstruction. Anatomical MRI…
- Participants
- 24
- Size
- 136 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000343
Hinss et al. 2021 — Open multi-session and multi-task EEG cognitive Dataset for passive brain-computer Interface Applications
EEG…Bandpower, Covariance/Riemannian, ICA Frequency bands: alpha=[8.0, 13.0] Hz…
- Participants
- 15
- Channels
- 61 (10-10)
- Citations
- 59
- HED
- v8.4.0
- Size
- 1.22 GB
- Version
- v1.0.1
- Updated
- Jul 10, 2026
- nm000198
BNCI 2015-008 Center Speller P300 dataset
EEG…shrinkage covariance ## Cross-Validation - **Method**: calibration-test split - **Evaluation type**: within_session…
- Participants
- 13
- Citations
- 81
- HED
- v8.4.0
- Size
- 3.08 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000202
P300 dataset BI2012 from a "Brain Invaders" experiment
EEG…Classifiers**: xDAWN, Riemannian - **Feature extraction**: Covariance/Riemannian, xDAWN - **Spatial filters**: xDAWN ## Performance…
- Participants
- 25
- Citations
- 3
- HED
- v8.4.0
- Size
- 54.4 MB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000236
Dataset of an EEG-based BCI experiment in Virtual Reality using P300
EEG…Classifiers**: xDAWN, Riemannian - **Feature extraction**: Covariance/Riemannian, xDAWN ## Cross-Validation - **Evaluation type…
- Participants
- 21
- Citations
- 5
- HED
- v8.4.0
- Size
- 358 MB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000264
Vaineau, Barachant & Andreev 2013 — Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset (BI2013a)
EEG…Distance to Mean) Feature extraction: Covariance/Riemannian, xDAWN, common spatiotemporal pattern Cross…
- Participants
- 24
- Channels
- 16 (10-10)
- Citations
- 6
- HED
- v8.4.0
- Size
- 1.71 GB
- Version
- v1.0.1
- Updated
- Jul 10, 2026