on005185
Ear-EEG Sleep Monitoring 2019 (EESM19)
BEH EEG Zarr
…and chin EMG electrodes), ear-EEG and a wristworn actigraph, in their…
- Participants
- 20
- Citations
- 98
- Size
- 783 GB
- Version
- v1.0.0
- Updated
- Jun 26, 2026
Discover datasets
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- nm000230
Lower-limb MI dataset for knee pain patients from Zuo et al. 2025
EEG Zarr…cue-based - **Mode**: offline ## HED Event Annotations Schema: HED 8.4.0…
- Participants
- 30
- Channels
- 30 (10-10)
- Citations
- 3
- HED
- v8.4.0
- Size
- 19.4 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000267
Shin et al. 2017 (Experiment A) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG Zarr…common average reference, bandpass filtering (0.5-50 Hz), ICA-based EOG…
- Participants
- 29
- Channels
- 30 (10-05)
- Citations
- 95
- HED
- v8.4.0
- Size
- 6.50 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- nm000302
PoloHortiguela2025: Motor imagery of ankle dorsiflexion/plantarflexion dataset
EEG…cue-based Mode: offline HED Event Annotations --------------------- Schema: HED 8.4.0…
- Participants
- 6
- Channels
- 28 (10-10)
- HED
- v8.4.0
- Size
- 2.88 GB
- Version
- v1.0.0
- Updated
- Oct 8, 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)
EEG Zarr…limb motor imagery EEG dataset based on the multi-paradigm and > longitudinal…
- Participants
- 27
- Channels
- 64 (10-10)
- Citations
- 27
- HED
- v8.4.0
- Size
- 56.7 GB
- Version
- v1.0.5
- Updated
- Aug 20, 2026
- on003343
Disentangling the percepts of illusory movement and sensory stimulation during tendon vibration in the EEG
EEG…These parameters were based on Romaiguère et al. (2003) and the perception…
- Participants
- 20
- Channels
- 16 (10-10)
- Citations
- 16
- Size
- 664 MB
- Version
- v1.0.2
- Updated
- Oct 8, 2026
- nm000408
Motor imagination and execution with a chronic wireless epidural ECoG BCI (WIMAGINE), one participant with tetraplegia (Pollina et al. 2026)
iEEG…both pickles unchanged (`All_data_BP.pickle`, which also holds the EMG…
- Participants
- 1
- Size
- 11.3 GB
- Version
- v1.0.0
- Updated
- Oct 8, 2026
- nm000295
Kodera2023: Left/right-hand motor-imagery EEG dataset
EEG…Cue-based single-class left- or right-hand motor imagery; each recording…
- Participants
- 29
- Channels
- 9 (10-20)
- HED
- v8.4.0
- Size
- 800 MB
- Version
- v1.0.0
- Updated
- Oct 8, 2026
- nm000328
MILimbEEG: Motor and motor-imagery limb EEG dataset (MILimbEEG)
EEG…cue-based Mode: offline HED Event Annotations --------------------- Schema: HED 8.4.0…
- Participants
- 60
- Channels
- 16 (10-10)
- HED
- v8.4.0
- Size
- 1.10 GB
- Version
- v1.0.0
- Updated
- Oct 8, 2026
- nm000152
Upper-limb elbow-centered motor imagery dataset (10 classes)
EEG ZarrEEG recordings from 12 healthy, BCI-naive participants performing kinesthetic motor imagery of upper-limb, elbow-centered tasks. The paradigm has 10 classes: rest, elbow flexion, and eight goal-directed daily-living tasks such as drawer opening, soup eating, weight lifting and combing. Data were recorded with a 17-channel EGI system at 1000 Hz. The dataset supports research on the versatility of EEG models for motor-imagery BCI control and rehabilitation.
- Participants
- 12
- Channels
- 17 (other)
- Citations
- 12
- HED
- v8.4.0
- Size
- 4.18 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026