BNCI 2015-004 Mental tasks dataset
…word association (WORD), mental subtraction (SUB), spatial navigation (NAV), motor imagery of…
- Participants
- 9
- Channels
- 30 (10-10)
- Citations
- 74
- HED
- v8.4.0
- Size
- 2.74 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
100 results for "motor perturbations" · page 9 of 10 · ranked by relevance
…word association (WORD), mental subtraction (SUB), spatial navigation (NAV), motor imagery of…
…motor_control - **Environment**: laboratory - **Online feedback**: False ## Tags - **Pathology**: Healthy - **Modality**: Motor…
Imported from OpenNeuro ds003380
[ dataset = BNCI2020_001() X, y…
…Left-hand motor imagery Right-hand motor imagery Resting state (space station…
A multi-session EEG dataset acquired from 15 healthy participants performing resting state and graded cognitive tasks (MATB-II at three difficulty levels). The dataset comprises 62-channel EEG recordings at 500 Hz sampling rate designed for passive brain-computer interface applications and mental workload estimation in neuroergonomic contexts. Raw EEG data are provided with standardized event annotations using HED 8.4.0 schema and MOABB-compatible feature extraction pipelines (bandpower analysis and Riemannian covariance methods) for benchmarking purposes.