Discover datasets

A BIDS-formatted dataset of high-density surface EMG (HDsEMG) recordings from the right tibialis anterior of six healthy male participants. Four 64-channel grids (256 electrodes) recorded trapezoidal isometric dorsiflexion contractions at 30% and 50% of maximal voluntary contraction, together with force signals. The dataset supports studies of electrode grid design and motor unit identification.

Participants

6

Size

448 MB

Version

v1.0.1

Updated

Jun 1, 2026

…tasks with continuous visual feedback across bar-feedback runs and car racing…

Participants

18

Channels

22 (10-10)

Citations

53

HED

v8.4.0

Size

14.4 GB

Version

v1.0.5

Updated

Oct 8, 2026

A functional near-infrared spectroscopy (fNIRS) dataset of hemodynamic brain responses to electrical and thermal painful stimuli and to a finger-tapping task. It was collected to examine the specificity of cortical hemodynamic responses to pain and to support evaluation of short-separation regression for separating systemic autonomic effects from cerebral responses.

Participants

11

Size

1.20 GB

Version

v1.0.0

Updated

Jun 18, 2026

…Offline calibration followed by online feedback in 50% and 100% EEG feedback…

Participants

10

Channels

60 (10-05)

Citations

20

HED

v8.4.0

Size

7.38 GB

Version

v1.0.3

Updated

Aug 18, 2026

Simultaneous electroencephalography (EEG), electrospinography (ESG), electroneurography (ENG) and electromyography (EMG) recordings from 26 participants, together with electrocardiographic and respiratory signals. Somatosensory evoked potentials were elicited by mixed nerve stimulation (median and tibial nerves) and sensory nerve stimulation of fingers and toes, alongside a resting-state condition with eyes open. ESG electrode positions are provided for each participant. The study was pre-registered on OSF.

Participants

26

Channels

39 (other)

Citations

1

Size

377 GB

Version

v1.0.0

Updated

Jun 24, 2026

…Cue-based paradigm without feedback. Subjects perform 20 imagined movements per class…

Participants

8

Channels

16 (10-20)

HED

v8.4.0

Size

232 MB

Version

v1.0.2

Updated

Aug 18, 2026

EEG recordings from four participants performing motor imagery of the left hand, right hand, and feet, originally reported by Zhou et al. (2016) in a study on automated trial selection for motor imagery brain-computer interfaces. Each participant completed three sessions of two runs, giving 450 trials per subject. Data were recorded from 14 channels at 250 Hz and reformatted into BIDS from a MOABB-generated Zenodo version.

Participants

4

Channels

14 (10-10)

Citations

87

Size

152 MB

Version

v1.0.0

Updated

Mar 3, 2026

…3) Note that the Reward and Penalty feedback labels ('FB: 0' and…

Participants

110

Channels

64 (10-10)

Citations

58

Size

22.1 GB

Version

v1.0.0

Updated

Jun 24, 2026

A NEMAR re-host and EMG-BIDS conversion of the public Meta emg2pose benchmark, pairing 2 kHz, 16-channel wrist surface electromyography with hand pose labels from a 26-camera motion-capture system. The release spans 193 users, about 370 hours, 29 behavioral stages and roughly 80 million labeled frames. It supports research on estimating hand pose from surface EMG.

Participants

193

Size

740 GB

Version

v1.0.3

Updated

Aug 31, 2026

…Graz protocol - **Feedback type**: continuous visual - **Stimulus type**: blue bar varying in…

Participants

87

Channels

27 (10-10)

Citations

44

HED

v8.4.0

Size

15.8 GB

Version

v1.0.5

Updated

Oct 6, 2026