Develop a game to improve a person’s cognitive states using a brain computer interface

In recent years, research on Brain Computer Interface (BCI) games have grown rapidly due to the increase in the accessibility of commercial BCI products. One of the challenges in BCI games is the connectivity with neurophysiology, psychology and human-computer interaction. The researchers ensure tha...

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Main Author: Lin HuangJiayin
Other Authors: Guan Cuntai
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
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Online Access:https://hdl.handle.net/10356/148033
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1480332021-04-22T05:52:04Z Develop a game to improve a person’s cognitive states using a brain computer interface Lin HuangJiayin Guan Cuntai School of Computer Science and Engineering Computational Intelligence Lab CTGuan@ntu.edu.sg Engineering::Computer science and engineering::Software::Software engineering In recent years, research on Brain Computer Interface (BCI) games have grown rapidly due to the increase in the accessibility of commercial BCI products. One of the challenges in BCI games is the connectivity with neurophysiology, psychology and human-computer interaction. The researchers ensure that the electroencephalogram (EEG) signals are captured, processed, and identified accurately. The developers ensure that the game abides by game theory, making it engaging for the players. However, past research has mainly focused on attention training, and not relaxation training. As such, this paper implements a game with both relaxation training with attention training, while treading on both BCI principles and game theory. Under the attention training, players are supposed to increase their attention score to clear the game at a faster time. With the additional relaxation training, the results of the attention training should be improved. With these two aspects, the results of the gameplay are then analysed to show the efficiency of the relaxation game with the attention game. Bachelor of Engineering (Computer Science) 2021-04-22T05:52:04Z 2021-04-22T05:52:04Z 2021 Final Year Project (FYP) Lin HuangJiayin (2021). Develop a game to improve a person’s cognitive states using a brain computer interface. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148033 https://hdl.handle.net/10356/148033 en SCSE20-0052 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering::Software::Software engineering
spellingShingle Engineering::Computer science and engineering::Software::Software engineering
Lin HuangJiayin
Develop a game to improve a person’s cognitive states using a brain computer interface
description In recent years, research on Brain Computer Interface (BCI) games have grown rapidly due to the increase in the accessibility of commercial BCI products. One of the challenges in BCI games is the connectivity with neurophysiology, psychology and human-computer interaction. The researchers ensure that the electroencephalogram (EEG) signals are captured, processed, and identified accurately. The developers ensure that the game abides by game theory, making it engaging for the players. However, past research has mainly focused on attention training, and not relaxation training. As such, this paper implements a game with both relaxation training with attention training, while treading on both BCI principles and game theory. Under the attention training, players are supposed to increase their attention score to clear the game at a faster time. With the additional relaxation training, the results of the attention training should be improved. With these two aspects, the results of the gameplay are then analysed to show the efficiency of the relaxation game with the attention game.
author2 Guan Cuntai
author_facet Guan Cuntai
Lin HuangJiayin
format Final Year Project
author Lin HuangJiayin
author_sort Lin HuangJiayin
title Develop a game to improve a person’s cognitive states using a brain computer interface
title_short Develop a game to improve a person’s cognitive states using a brain computer interface
title_full Develop a game to improve a person’s cognitive states using a brain computer interface
title_fullStr Develop a game to improve a person’s cognitive states using a brain computer interface
title_full_unstemmed Develop a game to improve a person’s cognitive states using a brain computer interface
title_sort develop a game to improve a person’s cognitive states using a brain computer interface
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/148033
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