Discover datasets

This dataset contains high-density, dual-layer EEG recorded together with neck EMG, inertial measurement unit acceleration, and ground reaction force from older adults walking over uneven terrain at different speeds. Each participant completed two three-minute trials per walking condition plus a three-minute seated rest trial. Digitized electrode locations are provided for each subject.

Participants

71

Channels

120 (other)

Size

130 GB

Version

v1.0.0

Updated

Jun 28, 2026

…upper limb movements, EEG, motor imagery, movement execution, low-frequency, time-domain…

Participants

15

Channels

61 (10-05)

Citations

93

HED

v8.4.0

Size

34.0 GB

Version

v1.0.3

Updated

Aug 18, 2026

Mobile EEG dataset from 18 participants performing tasks outdoors: resting eyes open/closed, an auditory oddball task while standing, walking alone, or walking with an experimenter, and walking-together conditions (natural, blinded control, synchronized). Each participant was recorded twice, once with active and once with passive electrodes, in counterbalanced order. The dataset supports comparison of electrode types and study of EEG during real-world walking and interpersonal step synchronization.

Participants

18

Channels

64 (10-05)

Citations

1

Size

19.8 GB

Version

v1.0.0

Updated

Jun 23, 2026

EEG recordings from 15 healthy participants performing a visual P300 oddball task while walking on a treadmill at 1.6 m/s, released as BCI Competition 2020 Track 5. The dataset combines 46-channel scalp EEG, 14-channel ear-EEG, 4 EOG channels, and 6 inertial measurement unit channels sampled at 100 Hz. It is intended for evaluating brain-computer interface performance under ambulatory conditions, with trials divided temporally into training, validation, and test sets.

Participants

15

Channels

46 (10-10)

HED

v8.4.0

Size

224 MB

Version

v1.0.4

Updated

Oct 8, 2026

…visual feedback (online paradigm only - movement icon displayed when movement detected) - **Stimulus…

Participants

10

Channels

61 (10-05)

Citations

96

HED

v8.4.0

Size

4.51 GB

Version

v1.0.3

Updated

Oct 8, 2026

A longitudinal brain-machine interface dataset from seven healthy adults who controlled a Rex Bionics lower-limb exoskeleton through motor imagery (walk/stop). Each participant completed nine sessions, each with an open-loop calibration training phase followed by twelve closed-loop control trials and extended 6-minute walk and stop imagery tasks. The dataset includes 60-channel EEG, EOG, IMU motion data from the head and exoskeleton, and exoskeleton control and feedback signals.

Participants

7

Channels

60

Size

3.62 GB

Version

v1.0.0

Updated

Jun 30, 2026

Preprocessed EEG recordings from 20 individuals with a schizophrenia spectrum disorder and 22 healthy control participants performing a visual motion discrimination task with confidence reporting. Motion coherence was adjusted per individual with a staircase procedure to equate performance between groups, allowing study of perceptual decision-making and metacognition in schizophrenia.

Participants

39

Channels

63 (10-10)

Size

997 MB

Version

v1.0.0

Updated

May 13, 2026

…Each movement scene consisted of 20 trials of reciprocal periodic movements at…

Participants

23

Channels

64 (10-10)

Size

21.3 GB

Version

v1.0.0

Updated

Jun 27, 2026

…2 s - 18 movements per task - Inter-movement interval: 10 � 3 s…

Participants

30

Channels

32 (10-10)

Size

4.21 GB

Version

v1.0.0

Updated

Jun 30, 2026

Mobile EEG dataset from 19 participants who walked two different outdoor routes, each twice, once while pressing buttons in a self-paced manner. The recordings were collected to characterize gait-related artifacts in mobile EEG during free walking.

Participants

19

Channels

64 (10-05)

Citations

22

Size

7.82 GB

Version

v1.0.0

Updated

Jun 21, 2026