nm000143
BNCI2003_IVa Motor Imagery dataset
EEG Zarr verified
…Original experiment also recorded EMG and EOG but these are not in…
- Participants
- 5
- Channels
- 118 (10-05)
- Citations
- 86
- HED
- v8.4.0
- Size
- 735 MB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
Discover datasets
93 results for "EMG" · page 8 of 10 · ranked by relevance
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- on005292
142 by Biosemi
EEGThis dataset comprises EEG recordings from 142 participants undergoing laser-evoked pain stimulation with concurrent pain intensity ratings. Participants received fixed-intensity nociceptive stimuli at two levels (low and high pain) across three blocks of 10 stimuli each, with pain ratings collected on a 0-10 scale after each trial. The dataset provides neurophysiological and behavioral measures of pain perception suitable for investigating the neural correlates of pain processing.
- Participants
- 142
- Channels
- 64 (10-10)
- Size
- 116 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000203
P300 dataset from initial spot study
EEG…P9, Pz, T7, T8, x_EMGl, x_GSR, x_Optic, x_Pulse…
- Participants
- 13
- Citations
- 2
- HED
- v8.4.0
- Size
- 2.82 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000270
Liu et al. 2025 — Lower limb motor imagery EEG dataset based on the multi-paradigm and longitudinal-training of stroke patients (Tianjin University)
EEGThis dataset comprises scalp EEG recordings from 27 stroke patients performing a lower-limb motor imagery task as part of a multi-paradigm, longitudinal rehabilitation training protocol. Data were collected at Tianjin University to support research on motor-imagery brain-computer interfaces for gait and lower-limb rehabilitation after stroke. The dataset is organized in BIDS format with a single EEG task (task-imagery) across repeated sessions.
- Participants
- 27
- Channels
- 64 (10-10)
- Citations
- 23
- HED
- v8.4.0
- Size
- 56.7 GB
- Version
- v1.0.5
- Updated
- Aug 20, 2026
- nm000266
Sosulski et al. 2019 — Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints
EEG…P9, Pz, T7, T8, x_EMGl, x_GSR, x_Optic, x_Pulse…
- Participants
- 13
- Channels
- 31 (10-10)
- Citations
- 2
- HED
- v8.4.0
- Size
- 3.68 GB
- Version
- v1.0.4
- Updated
- Aug 18, 2026
- on006374
Expectation effects on repetition suppression in nociception
BEH EEGThis dataset contains electroencephalography (EEG) recordings from a study investigating how expectation modulates repetition suppression of neural responses to nociceptive (pain-related) stimuli. It provides raw EEG data organized in BIDS format, intended to support analyses of expectation effects on cortical processing of repeated nociceptive stimulation.
- Participants
- 36
- Channels
- 32 (10-10)
- Size
- 42.7 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- on003670
Dataset of Concurrent EEG, ECG, and Behavior with Multiple Doses of transcranial Electrical Stimulation - BIDS
EEGThis dataset combines high-density electroencephalography (EEG) with concurrent physiological recordings (ECG, EOG) and continuous behavioral metrics during transcranial electrical stimulation (tES). The study includes 19 participants performing a vigilance task across 62 sessions, with systematic application of nine HD-tES montages targeting three cortical regions (frontal, motor, parietal) using three waveforms (DC, 5 Hz, 30 Hz), yielding over 783 stimulation trials. The dataset supports investigation of tES effects on brain activity, physiology, fatigue, and cognitive performance.
- Participants
- 25
- Channels
- 35 (10-10)
- Citations
- 2
- Size
- 97.5 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000199
Learning from label proportions for a visual matrix speller (ERP)
EEG…P9, Pz, T7, T8, x_EMGl, x_GSR, x_Optic, x_Pulse…
- Participants
- 13
- Channels
- 31 (10-10)
- Citations
- 46
- HED
- v8.4.0
- Size
- 5.15 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000184
BCI Competition 2020 Track 5 — ERP during walking (scalp, ear-EEG, and IMU)
EEGThis dataset comprises EEG recordings from 15 healthy participants performing a visual P300 oddball task during treadmill walking at 1.6 m/s. The study includes simultaneous scalp-EEG (46 channels), ear-EEG (14 channels), electrooculography (4 channels), and inertial measurement unit recordings (6 channels) sampled at 100 Hz. The dataset was collected as part of BCI Competition 2020 Track 5 to evaluate brain-computer interface performance under ambulatory conditions. This is a BIDS-formatted derivative dataset converted from the original data using the MOABB (Mother of All BCI Benchmarks) pipeline.
- Participants
- 15
- Channels
- 46 (10-10)
- Citations
- 71
- HED
- v8.4.0
- Size
- 224 MB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- on004106
BCIT Advanced Guard Duty
EEGThe Advanced Guard Duty dataset comprises EEG, eye tracking, and behavioral data collected during a sustained vigilance task involving verification of replica identification cards. Subjects performed a 50-minute guard duty task organized into ten 5-minute blocks with varying ID presentation rates (1-25 per minute) and verification criteria. This dataset provides neurophysiological and performance measures of cognitive workload and fatigue in a realistic security screening scenario.
- Participants
- 27
- Channels
- 256 (biosemi)
- Citations
- 27
- HED
- v8.0.0
- Size
- 67.6 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026