The Effect of Prior Gaming Experience in Motor Imagery Training for Brain-Computer Interfaces: A Pilot Study

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

The Effect of Prior Gaming Experience in Motor Imagery Training for Brain-Computer Interfaces: A Pilot Study

Popis výsledku v původním jazyce

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

Název v anglickém jazyce

The Effect of Prior Gaming Experience in Motor Imagery Training for Brain-Computer Interfaces: A Pilot Study

Popis výsledku anglicky

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

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

—

Projekt

—

Návaznosti

N - Vyzkumna aktivita podporovana z neverejnych zdroju

Rok uplatnění

2015

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proc. of the 7th International Conference on Games and Virtual Worlds for Serious Applications (VS-Games 2015)

ISBN

9781479981021

ISSN

—

e-ISSN

—

Počet stran výsledku

8

Strana od-do

139-146

Název nakladatele

IEEE Computer Society

Místo vydání

Skovde, Sweden

Místo konání akce

Skovde, Sweden

Datum konání akce

1. 1. 2015

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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