nm000172
High-gamma dataset described in Schirrmeister et al. 2017
EEG
…30.0, 100.0] Hz - **Spatial filters**: CSP ## Cross-Validation - **Method**: holdout…
- Citations
- 77
- Size
- 18.5 GB
- Updated
- May 18, 2026
Discover datasets
98 results for "spatial congruency" · page 6 of 10 · ranked by relevance
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- nm000190
BNCI 2015-012 PASS2D P300 dataset
EEG…mean amplitude in discriminative intervals - **Spatial filters**: shrinkage regularization ## Cross-Validation - **Method…
- Citations
- 82
- Size
- 2.16 GB
- Updated
- May 18, 2026
- nm000196
c-VEP dataset from Thielen et al. (2015)
EEG…correlation - **Spatial filters**: Canonical Correlation Analysis ## Cross-Validation - **Method**: training-testing split…
- Citations
- 1
- Size
- 3.48 GB
- Updated
- Jun 2, 2026
- nm000268
Shin et al. 2017 (Experiment B) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG…analyzed=[4.0, 35.0] Hz Spatial filters: CSP Cross-Validation ---------------- Method…
- Citations
- 94
- Size
- 1.87 GB
- Updated
- Jun 3, 2026
- nm000267
Shin et al. 2017 (Experiment A) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG…Signal processing included CSP for spatial filtering, log-variance features, and shrinkage…
- Citations
- 94
- Size
- 1.87 GB
- Updated
- Jun 12, 2026
- ds005346
BABA: Naturalistic fMRI and MEG Dataset
MRI MEG…These include higher signal sensitivity, improved spatial resolution, and more uniform scalp…
- Participants
- 60
- nm000249
BNCI 2022-001 EEG Correlates of Difficulty Level dataset
EEG…40 Hz, SPHARA 20th order spatial low-pass filter for interpolation and…
- Citations
- 22
- Size
- 2.96 GB
- Updated
- Jun 3, 2026
- on002336
A multi-modal human neuroimaging dataset for data integration: simultaneous EEG and fMRI acquisition during a motor imagery neurofeedback task: XP1
ANAT EEG FUNC…slice-time correction, spatial realignment and coregistration with the anatomical scan, spatial…
- Citations
- 76
- Size
- 18.0 GB
- Updated
- Jun 21, 2026
- nm000205
RSVP collaborative BCI dataset from Zheng et al 2020
EEG…bandpass=[2.0, 30.0] Hz - **Spatial filters**: SIM, CSP, PCA, CAR…
- Citations
- 26
- Size
- 5.29 GB
- Updated
- Jun 2, 2026
- nm000141
Motor execution dataset from Wairagkar et al 2018
EEG…0.5, 8.0] Hz - **Spatial filters**: bipolar_montage ## Cross-Validation - **Method…
- Citations
- 9
- Size
- 571 MB
- Updated
- May 16, 2026