Multi-day MI-BCI dataset (WBCIC-SHU) from Yang et al 2025
…motor_imagery - **Imagery tasks**: left_hand, right_hand, feet - **Cue duration**: 1…
- Participants
- 51
- Citations
- 29
- HED
- v8.4.0
- Size
- 58.4 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
100 results for "motor tasks" · page 8 of 10 · ranked by relevance
…motor_imagery - **Imagery tasks**: left_hand, right_hand, feet - **Cue duration**: 1…
…motor_imagery - **Imagery tasks**: left_hand, right_hand - **Cue duration**: 2.0…
This dataset comprises simultaneous EEG and motion capture recordings from 20 healthy adults performing a spatial orientation task involving full-body heading changes. Participants completed a spot rotation task under two conditions: joystick-controlled visual rotation on a 2D display and physical full-body rotation in a virtual reality environment. The dataset includes 157-channel EEG data (129 scalp + 28 neck electrodes) sampled at 1000 Hz and multi-camera motion capture data at 90 Hz, enabling investigation of cortical dynamics and sensorimotor integration during naturalistic spatial navigation.
…motor_imagery - **Imagery tasks**: left_hand, right_hand ## Data Structure - **Trials**: 1114…
…Detected paradigm: motor_imagery Number of repetitions: 20 Imagery tasks: left_hand…
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.
…motor_imagery - **Imagery tasks**: right_hand, right_elbow - **Cue duration**: 1.0…
…during Rest, Motor Imagery (Task-MI) or Motor execution (Task-ME) instructions…
This dataset comprises multimodal neurophysiological and biomechanical recordings from 32 young adults performing walking tasks over uneven terrain at varying speeds. Data include high-density dual-layer electroencephalography (EEG), neck electromyography (EMG), inertial measurement unit (IMU) acceleration, ground reaction forces, and structural MRI-derived head models. Each participant completed two trials per condition lasting three minutes, plus a seated rest baseline, providing a comprehensive resource for investigating neural and muscular control mechanisms during dynamic locomotion.
…motor_imagery Imagery tasks: left_hand, right_hand Cue duration: 2.0…