Discover datasets

High-density surface EMG (HDsEMG) recordings from the right tibialis anterior of a single healthy participant performing submaximal isometric ankle dorsiflexions at 10 to 70 percent of maximal voluntary contraction. Signals were acquired with two 64-electrode arrays (128 electrodes total) alongside force measurements. The dataset includes labeled motor unit spike trains derived from concurrent invasive EMG, and supports motor unit decomposition research.

Participants

1

Size

1.34 GB

Version

v1.0.1

Updated

Jun 1, 2026

…Automatic annotations of the Nihon Kohden EEG device marking artifacts (muscle activity…

Participants

88

Channels

19 (10-20)

Citations

96

Size

5.38 GB

Version

v1.0.0

Updated

Jun 20, 2026

…He was instructed to relax his body to avoid muscle artifacts and…

Participants

1

Channels

19 (10-20)

Size

17.0 MB

Version

v1.0.0

Updated

Jun 22, 2026

…Automatic annotations of the Nihon Kohden EEG device marking artifacts (muscle activity…

Participants

88

Channels

19 (10-20)

Citations

21

Size

2.11 GB

Version

v1.0.0

Updated

Jun 28, 2026

Raw multimodal recordings of 18-channel EEG and functional near-infrared spectroscopy (fNIRS) from seven participants with orthopedic impairment performing motor imagery tasks. Each participant completed three sessions of 40 trials, with four motor imagery tasks (reach, twist, lift, grasp) presented in random order. The dataset supports research on multimodal brain-computer interfaces for people with motor impairments.

Participants

7

Channels

18

Citations

2

Size

635 MB

Version

v1.0.0

Updated

May 25, 2026

…Minimize eye movements and muscle contractions. Target direction indicated prior to each…

Participants

21

Channels

60 (10-10)

Citations

91

HED

v8.4.0

Size

16.5 GB

Version

v1.0.3

Updated

Oct 8, 2026

NEMAR Dataset nm000107: wrist - Wrist movement control from EMG

Participants

100

Size

24.9 GB

Version

v2.0.0

Updated

Feb 23, 2026

…They were instructed to relax their body to avoid muscle artifacts and…

Participants

13

Channels

19 (10-20)

Size

364 MB

Version

v1.0.0

Updated

May 5, 2026

EEG recordings from twenty healthy right-handed adults exposed to tendon vibration of the left elbow, designed to separate the percept of illusory movement from plain vibratory sensation. Sixteen sensorimotor electrodes were recorded while biceps and triceps tendons were vibrated at 90/50 Hz (illusion of elbow extension) or both at 70 Hz (control, no illusion). Each participant completed three blocks of 72 randomized three-second stimulations.

Participants

20

Channels

16 (10-10)

Citations

16

Size

664 MB

Version

v1.0.2

Updated

Oct 8, 2026

…relax their body to avoid muscle artifacts and to move their head…

Participants

35

Channels

19 (10-20)

Citations

29

Size

356 MB

Version

v1.0.0

Updated

Jun 26, 2026