Event-related potential datasets based on a three-stimulus paradigm

Oxford University Press (OUP) - Tập 3 - Trang 1-5 - 2014
Lukas Vareka1, Petr Bruha1, Roman Moucek1
1Department of Computer Science and Engineering, Faculty of Applied Sciences, University of West Bohemia, Univerzitní 8, Czech Republic

Tóm tắt

The event-related potentials technique is widely used in cognitive neuroscience research. The P300 waveform has been explored in many research articles because of its wide applications, such as lie detection or brain-computer interfaces (BCI). However, very few datasets are publicly available. Therefore, most researchers use only their private datasets for their analysis. This leads to minimally comparable results, particularly in brain-computer research interfaces. Here we present electroencephalography/event-related potentials (EEG/ERP) data. The data were obtained from 20 healthy subjects and was acquired using an odd-ball hardware stimulator. The visual stimulation was based on a three-stimulus paradigm and included target, non-target and distracter stimuli. The data and collected metadata are shared in the EEG/ERP Portal. The paper also describes the process and validation results of the presented data. The data were validated using two different methods. The first method evaluated the data by measuring the percentage of artifacts. The second method tested if the expectation of the experimental results was fulfilled (i.e., if the target trials contained the P300 component). The validation proved that most datasets were suitable for subsequent analysis. The presented datasets together with their metadata provide researchers with an opportunity to study the P300 component from different perspectives. Furthermore, they can be used for BCI research.

Tài liệu tham khảo

Polich J: Updating P300: an integrative theory of P3a and P3b. Clin Neurophysiol. 2007, 118 (10): 2128-2148. 10.1016/j.clinph.2007.04.019. Moucek R, Jezek P: EEG/ERP portal. 2009,http://eegdatabase.kiv.zcu.cz/, Vareka L, Bruha P, Moucek R: Supporting material for: “Event-related potential datasets based on three-stimulus paradigm”. 2014,http://dx.doi.org/10.5524/100111, BrainProducts: Brain vision recorder. 2012,http://www.brainproducts.com/productdetails.php?id=21, Dudacek K, Mautner P, Moucek R, Novotny J: Odd-ball protocol stimulator for neuroinformatics research. Applied Electronics (AE), 2011 International Conference on, Sept:1–4. 2011, Piscataway, New Jersey: IEEE Blankertz B, Lemm S, Treder MS, Haufe S, Müller KR: Single-trial analysis and classification of ERP components - A tutorial. NeuroImage. 2011, 56 (2): 814-825. 10.1016/j.neuroimage.2010.06.048. Hoffmann U, Vesin JM, Ebrahimi T, Diserens K: An efficient P300-based brain-computer interface for disabled subjects. J Neurosci Methods. 2008, 167: 115-125. 10.1016/j.jneumeth.2007.03.005. Vareka L, Bruha P, Moucek R: P3-validator. 2014,https://github.com/INCF/p3-validator, Delorme A, Mullen T, Kothe C, Acar ZA, Bigdely-Shamlo N, Vankov A, Makeig S: EEGLAB, SIFT, NFT, BCILAB, and ERICA: new tools for advanced EEG processing. Intell Neurosci. 2011, 2011: 10:10-10:10. Luck S: An introduction to the event-related potential technique. 2005, Cambridge MA, USA: MIT Press