Discover datasets

A hybrid EEG-fNIRS motor imagery dataset for brain-computer interface research in intracerebral hemorrhage (ICH). It includes 37 participants (17 healthy, 20 ICH patients) performing two-class left/right hand grasping motor imagery across up to several sessions. The data are pre-epoched, and the dataset is intended for developing and benchmarking BCI approaches for stroke rehabilitation.

Participants

37

Channels

32 (10-10)

Citations

6

HED

v8.4.0

Size

2.59 GB

Version

v1.0.0

Updated

May 11, 2026

…interictal module (high-frequency events / HFO detection). - Sampling rate 2000 Hz, physical…

Participants

8

Size

26.7 GB

Version

v1.0.0

Updated

Oct 8, 2026

…ERP features used for emotion detection For their ease of accessibility and…

Participants

26

Channels

28 (10-10)

Citations

1

Size

2.46 GB

Version

v1.0.0

Updated

Jun 24, 2026

A raw multimodal dataset from 30 healthy right-handed adults performing a hierarchy of cognitive, motor, and combined cognitive-motor tasks across three sessions. It includes EEG, fNIRS, ECG, EMG, Biodex torque/kinematics, push-button responses, and subjective ratings of sleepiness and cognitive load. The data are organized in BIDS and are unprocessed exports from the acquisition systems.

Participants

30

Channels

32 (10-10)

Size

4.21 GB

Version

v1.0.0

Updated

Jun 30, 2026

…healthy participants performing a multisensory detection task was collected to investigate the…

Participants

24

Channels

64 (10-10)

Citations

86

Size

23.1 GB

Version

v1.0.0

Updated

Jun 23, 2026

…This study performed a comparison of existing CCA-based SSVEP detection methods…

Participants

9

Channels

8 (10-10)

Citations

92

HED

v8.4.0

Size

196 MB

Version

v1.0.3

Updated

Oct 8, 2026

…a multi-object version of the change detection task, and a suppress…

Participants

71

Citations

5

Size

77.4 GB

Version

v1.0.0

Updated

Jun 23, 2026

This dataset contains paired very high-density diffuse optical tomography (VHD-DOT) and fMRI recordings from 8 participants performing functional localizer and movie-viewing tasks. VHD-DOT data are stored in SNIRF format in the first two sessions per subject, while later sessions hold fMRI data in NIfTI format. Preprocessed fMRI data used for comparison with VHD-DOT are provided in the derivatives folder, supporting validation of whole-head optical brain mapping.

Participants

8

Size

237 GB

Version

v1.0.0

Updated

Jun 20, 2026

…Participants performed an orthogonal fixation colour change detection task. Experiment length: 1…

Participants

16

Citations

30

Size

69.6 GB

Version

v1.0.0

Updated

Jun 24, 2026

…performed an orthogonal red target detection task [PUBLICATION] Robinson A.K., Grootswagers…

Participants

20

Citations

10

Size

58.8 GB

Version

v1.0.0

Updated

Jun 26, 2026