Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset
Creators
- 1. GIPSA-lab
- 2. GIPSA-lab, IHMTEK
Description
Summary:
This dataset contains electroencephalographic (EEG) recordings of 24 subjects doing a visual P300 Brain-Computer Interface experiment on PC. The visual P300 is an event-related potential elicited by visual stimulation, peaking 240-600 ms after stimulus onset. The experiment was designed in order to compare the use of a P300-based brain-computer interface on a PC with and without adaptive calibration using Riemannian geometry. The brain-computer interface is based on electroencephalography (EEG). EEG data were recorded thanks to 16 electrodes. A full description of the experiment is available at https://hal.archives-ouvertes.fr/hal-02103098. Data were recorded during an experiment taking place in the GIPSA-lab, Grenoble, France, in 2013 (Congedo, 2013). Python code for manipulating the data is available at https://github.com/plcrodrigues/py.BI.EEG.2013-GIPSA. The ID of this dataset is BI.EEG.2013-GIPSA.
Full description of the experiment and dataset: https://hal.archives-ouvertes.fr/hal-02103098
Principal Investigator: B.Sc. Erwan Vaineau, Ph.D. Alexandre Barachant
Technical Supervisors: Eng. Anton Andreev, Eng. Pedro. L. C. Rodrigues, Eng. Grégoire Cattan
Scientific Supervisor: Ph.D. Marco Congedo
ID of the dataset: BI.EEG.2013-GIPSA
Files
subject01_session01.zip
Files
(9.7 GB)
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Additional details
Related works
- Is documented by
- https://arxiv.org/abs/1904.09111 (URL)