The Effect of Prior Gaming Experience in Motor Imagery Training for Brain-Computer Interfaces: A Pilot Study
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F15%3A00083889" target="_blank" >RIV/00216224:14330/15:00083889 - isvavai.cz</a>
Result on the web
<a href="http://www.fi.muni.cz/~liarokap/publications/VSGAMES2015b.pdf" target="_blank" >http://www.fi.muni.cz/~liarokap/publications/VSGAMES2015b.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/VS-GAMES.2015.7295789" target="_blank" >10.1109/VS-GAMES.2015.7295789</a>
Alternative languages
Result language
angličtina
Original language name
The Effect of Prior Gaming Experience in Motor Imagery Training for Brain-Computer Interfaces: A Pilot Study
Original language description
Brain?Computer Interfaces (BCIs) are communication systems which translate brain activity into control commands in order to be used by computer systems. In recent years, BCIs had been used as an input method for video games and virtual environments mainly as research prototypes. However, BCI training requires long and repetitive trials resulting in user fatigue and low performance. Past research in BCI was mostly oriented around the signal processing layers neglecting the human aspect in the loop. In this paper, we are focusing at the effect that prior gaming experience has at the brain pattern modulation as an attempt to systematically identify all these elements that contribute to high BCI control. Based on current literature, we argue that experienced gamers could have better performance in BCI training due to enhanced sensorimotor learning derived from gaming. To achieve this a pilot study with 12 participants was conducted, undergoing 3 BCI training sessions, resulting in 36 EEG d
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
—
Result continuities
Project
—
Continuities
N - Vyzkumna aktivita podporovana z neverejnych zdroju
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proc. of the 7th International Conference on Games and Virtual Worlds for Serious Applications (VS-Games 2015)
ISBN
9781479981021
ISSN
—
e-ISSN
—
Number of pages
8
Pages from-to
139-146
Publisher name
IEEE Computer Society
Place of publication
Skovde, Sweden
Event location
Skovde, Sweden
Event date
Jan 1, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—