Discover datasets

This dataset comprises electroencephalography (EEG) recordings from 13 participants performing semantic imagination and perception tasks across visual and auditory modalities. Participants were presented with stimuli from three semantically dissimilar categories (guitar, flower, penguin) in pictorial, orthographic, and auditory formats. The dataset includes raw, preprocessed, and epoched EEG data acquired using a 124-channel ANT-Neuro system, providing a resource for investigating neural correlates of semantic processing and cross-modal perception.

Participants

12

Channels

124 (10-05)

Citations

1

Size

79.1 GB

Version

v1.0.0

Updated

Aug 19, 2026

…motor_imagery - **Imagery tasks**: left_leg, right_leg - **Imagery duration**: 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

…motor_imagery - **Imagery tasks**: left_hand, right_hand, feet - **Cue duration**: 1…

Participants

51

Citations

34

HED

v8.4.0

Size

58.4 GB

Version

v1.0.0

Updated

Jul 10, 2026

…motor_imagery Imagery tasks: left_hand, right_hand Cue duration: 2.0…

Participants

37

Channels

32 (10-10)

Citations

5

HED

v8.4.0

Size

6.42 GB

Version

v1.0.3

Updated

Aug 18, 2026

…left vs right hand motor imagery (kinesthetic imagery of opening and closing…

Participants

29

Channels

30 (10-05)

Citations

94

HED

v8.4.0

Size

6.50 GB

Version

v1.0.3

Updated

Aug 18, 2026

…motor_imagery - **Imagery tasks**: left_hand, right_hand ## Data Structure - **Trials**: 1114…

Participants

6

Channels

122 (10-05)

Citations

12

HED

v8.4.0

Size

18.4 GB

Version

v1.0.3

Updated

Aug 20, 2026

…motor_imagery - **Imagery tasks**: left_hand, right_hand - **Cue duration**: 2.0…

Participants

31

Citations

11

HED

v8.4.0

Size

4.65 GB

Version

v1.0.0

Updated

Jul 10, 2026

…cooperate and independent word imagery. The study employed a motor imagery paradigm…

Participants

6

Channels

60 (10-10)

Citations

97

HED

v8.4.0

Size

1.27 GB

Version

v1.0.3

Updated

Aug 18, 2026

…motor_imagery - **Imagery tasks**: hand_open_close, wrist_flex_ext, wrist_abd…

Participants

18

Channels

62 (10-10)

Citations

4

HED

v8.4.0

Size

50.0 GB

Version

v1.0.2

Updated

Aug 18, 2026

This dataset comprises high-density, dual-layer EEG, neck EMG, IMU acceleration, ground reaction force, and structural MRI-derived head model data from 32 young adult participants walking over uneven terrain and at varying speeds. Each participant completed two three-minute trials per condition along with a seated rest trial. The dataset is designed to support research on the neural and biomechanical correlates of walking balance and gait adaptation on irregular surfaces.

Participants

32

Channels

120 (other)

Citations

3

Size

62.5 GB

Version

v1.0.0

Updated

Aug 19, 2026