ds004194
Visual ECoG dataset
iEEG MRI
…See 'Independent Variables' below for more details. In all tasks, participants were…
- Participants
- 14
Discover datasets
100 results for "independent component analysis" · page 7 of 10 · ranked by relevance
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- ds004121
BCIT Mind Wandering
EEG…predictive algorithms formulated from the analysis of driver EEG data, in comparison…
- Participants
- 21
- ds004657
Driving with Autonomous Aids
EEG…To develop an understanding of factors (independent variables and covariates) that influence…
- Participants
- 24
- ds006979
Examining Perceptual Grouping on Stages of Processing in Visual Working Memory: An ERP Study
EEG…Primary Neurophysiological Measurements The study leverages the following ERP components to index…
- Participants
- 53
- nm000268
Shin et al. 2017 (Experiment B) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG…Dataset validated using baseline signal analysis showing hybrid approach enhances discrimination of…
- Size
- 1.87 GB
- Updated
- Jun 3, 2026
- ds007605
EPOC
EEG…to initiate the next trial. ##### Independent variables * Participants were divided into two…
- Participants
- 97
- nm000207
Kojima et al. 2024 (Dataset B) — Four-class ASME BCI: investigation of the feasibility and comparison of two strategies for multiclassing
EEG…Linear Discriminant Analysis (LDA), shrinkage-LDA - **Feature extraction**: mean amplitudes in 10…
- Size
- 13.9 GB
- Updated
- Jun 2, 2026
- nm000166
M3CV: Multi-subject, Multi-session, Multi-task EEG Database
EEG…eye blink and eye movement components identified by visual inspection of scalp…
- Size
- 21.6 GB
- Updated
- May 18, 2026
- nm000192
BNCI 2015-006 Music BCI dataset
EEG…Contrasting attended versus unattended instruments, ERP analysis shows subject- and instrument-specific…
- Size
- 4.38 GB
- Updated
- Jun 2, 2026
- nm000189
BNCI 2015-003 P300 dataset
EEG…Organizing electrophysiological data into the BIDS format and facilitating their analysis. Journal…
- Size
- 20.7 MB
- Updated
- May 18, 2026