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EEG recordings from 14 healthy participants performing a visual P300 oddball BCI task for controlling a Bluetooth speaker, one of several home appliances in the original study. The task used a 6-class flash-stimulus paradigm on an LCD display. Data were recorded from 31 channels at 500 Hz, with 50 training and 30 testing blocks per subject. The dataset supports research on ERP-based BCIs for home appliance control and inter-subject transfer learning.

Participants

14

Channels

31 (10-10)

Citations

9

HED

v8.4.0

Size

644 MB

Version

v1.0.4

Updated

Oct 8, 2026

This dataset contains EEG recordings from 7 participants performing an auditory imagery task, in which they imagined the sounds made by objects from the semantic categories of animals and tools for 5 seconds. It supports research on semantic decoding and brain-computer interfacing. Recordings were made with a 64-channel BioSemi system, with additional EOG, physiological, and respiration channels.

Participants

7

Channels

64 (10-10)

Size

12.7 GB

Version

v1.0.0

Updated

Jun 24, 2026

…subjects move their eyes to attend to audiovisual stimuli (videos) on the…

Participants

38

Size

37.5 GB

Version

v1.0.0

Updated

Jun 19, 2026

SINGSING is a simultaneous EEG and MEG dataset from twenty adult participants who listened to harmonic complex sounds that varied in frequency in an auditory oddball paradigm. It supports investigation of pre-attentive pitch processing at sensor and source levels, and allows comparison of EEG and MEG recordings acquired at the same time.

Participants

19

Citations

2

Size

11.2 GB

Version

v1.0.0

Updated

Jun 29, 2026

…EOG (4 ch, horizontal, vertical), accelerometer, audio_cue Participants ------------ Number of subjects…

Participants

23

Channels

31 (10-10)

Citations

5

HED

v8.4.0

Size

10.2 GB

Version

v1.0.1

Updated

Oct 16, 2026

EEG recordings from 13 healthy participants performing an auditory oddball (P300) paradigm with target (1000 Hz) and non-target (500 Hz) tones presented at varying stimulus onset asynchronies (60-600 ms). The data were collected to evaluate closed-loop Bayesian optimization and random search for selecting individually optimal stimulation speed in an auditory brain-computer interface. The dataset contains 31-channel EEG sampled at 1000 Hz, covering both an optimization part and a validation part.

Participants

13

Channels

31 (10-10)

Citations

7

HED

v8.4.0

Size

6.15 GB

Version

v1.0.8

Updated

Oct 16, 2026

…multiband peaky speech (using audiological bands, dichotic) for 1 talker (f0 = 118…

Participants

62

Channels

3 (other)

Size

94.3 GB

Version

v1.0.0

Updated

Jul 1, 2026

Intracranial EEG (iEEG) recordings used to evaluate a flexible, scalable, high-channel-count micro-stereo-electrode for recording neural activity in the brain. The dataset includes raw and preprocessed (epoched) recordings from multiple species, including human patients, non-human primates, pigs and rodents. Direct electrical stimulation was used to examine the effects of stimulation on brain activity. Data are organized in iEEG-BIDS format, with binary files and channel maps in the derivatives folder.

Participants

1

Citations

61

Size

1.36 GB

Version

v1.0.0

Updated

Jun 25, 2026

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on000248-blue…

Participants

2

Size

1.93 GB

Version

v1.0.0

Updated

Jun 20, 2026

…like" epochs, identified from video/audio of natural behaviour during clinical monitoring…

Participants

4

Citations

9

Size

8.79 GB

Version

v1.0.4

Updated

Oct 23, 2026