Development of brain-computer interface based game for attention-deficit children

Attention deficit-hyperactivity disorder (ADHD) is one of the most common neurobehavioral disorders in children, characterized by significant difficulties of inattention, hyperactivity and impulsiveness. About 3 to 5 percent of children suffer from ADHD worldwide. Along with medication, neurofeedba...

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Main Author: Sheoran, Pranava.
Other Authors: Vinod Achutavarrier Prasad
Format: Final Year Project
Language:English
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/10356/52034
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-520342023-03-03T20:59:10Z Development of brain-computer interface based game for attention-deficit children Sheoran, Pranava. Vinod Achutavarrier Prasad School of Computer Engineering Centre for High Performance Embedded Systems DRNTU::Engineering::Computer science and engineering::Computer applications::Computer-aided engineering Attention deficit-hyperactivity disorder (ADHD) is one of the most common neurobehavioral disorders in children, characterized by significant difficulties of inattention, hyperactivity and impulsiveness. About 3 to 5 percent of children suffer from ADHD worldwide. Along with medication, neurofeedback has also been proven to be an effective treatment of ADHD. This final year project aims to develop a Human-Computer Interface based game that helps to improve the concentration in children with ADHD using bio-electric signals i.e. Electrooculography (EOG) and Electroencephalography (EEG). These signals are converted into command signals in real time to control the game. The game is designed such that it can improve the sustained and selective attention of players, by maintaining control over EEG signals. The proposed algorithm successfully transforms EEG and EOG signals into control signals of the game and offers an accuracy of around 90% in detecting the attention of two healthy players. Bachelor of Engineering (Computer Engineering) 2013-04-19T08:36:11Z 2013-04-19T08:36:11Z 2013 2013 Final Year Project (FYP) http://hdl.handle.net/10356/52034 en Nanyang Technological University 44 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Computer applications::Computer-aided engineering
spellingShingle DRNTU::Engineering::Computer science and engineering::Computer applications::Computer-aided engineering
Sheoran, Pranava.
Development of brain-computer interface based game for attention-deficit children
description Attention deficit-hyperactivity disorder (ADHD) is one of the most common neurobehavioral disorders in children, characterized by significant difficulties of inattention, hyperactivity and impulsiveness. About 3 to 5 percent of children suffer from ADHD worldwide. Along with medication, neurofeedback has also been proven to be an effective treatment of ADHD. This final year project aims to develop a Human-Computer Interface based game that helps to improve the concentration in children with ADHD using bio-electric signals i.e. Electrooculography (EOG) and Electroencephalography (EEG). These signals are converted into command signals in real time to control the game. The game is designed such that it can improve the sustained and selective attention of players, by maintaining control over EEG signals. The proposed algorithm successfully transforms EEG and EOG signals into control signals of the game and offers an accuracy of around 90% in detecting the attention of two healthy players.
author2 Vinod Achutavarrier Prasad
author_facet Vinod Achutavarrier Prasad
Sheoran, Pranava.
format Final Year Project
author Sheoran, Pranava.
author_sort Sheoran, Pranava.
title Development of brain-computer interface based game for attention-deficit children
title_short Development of brain-computer interface based game for attention-deficit children
title_full Development of brain-computer interface based game for attention-deficit children
title_fullStr Development of brain-computer interface based game for attention-deficit children
title_full_unstemmed Development of brain-computer interface based game for attention-deficit children
title_sort development of brain-computer interface based game for attention-deficit children
publishDate 2013
url http://hdl.handle.net/10356/52034
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