Home // IARIA Congress 2023, The 2023 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications // View article

BCI-based Game Control to Boost Focus and Attention in Students

Authors:
Komalpreet Kaur
Manish Wadhwa

Keywords: BCI; EEG; ERP; P300-based Speller.

Abstract:
This study presents a non-invasive Electroencephalogram (EEG) based Brain-Computer Interface (BCI) system to control games developed for the purpose of increasing focus and attention in students. For the study, data was collected from 6 subjects. Each subject played a focus game designed to evaluate their attention and focus before being trained through a P300-based speller. In order to evaluate the effect of training, subjects were asked to play the focus game again. The EEG data collected from the subjects during the P300-Speller game training phase was analyzed to see the attentivity of the subjects. As per the classification accuracies obtained for all the subjects, the subjects were attentive and focused during the training phase. This training phase resulted in an improvement in their focus game performance metrics. P300-based BCI system can be effectively used to enhance focus and attention in students.

Pages: 160 to 163

Copyright: Copyright (c) IARIA, 2023

Publication date: November 13, 2023

Published in: conference

ISBN: 978-1-68558-089-6

Location: Valencia, Spain

Dates: from November 13, 2023 to November 17, 2023