Artificial intelligence based serious game design and control using brain waves

Exploring the fusion of Artificial Intelligence (AI) with Serious Game design, this study investigates the potential of brainwave data for advancing Brain-Computer Interface (BCI) interaction. By integrating machine learning into BCI, it aims to improve and smoothen the gaming experiences. Through d...

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Main Author: Juspi, Enrique
Other Authors: Smitha Kavallur Pisharath Gopi
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/171999
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1719992023-11-24T15:37:13Z Artificial intelligence based serious game design and control using brain waves Juspi, Enrique Smitha Kavallur Pisharath Gopi School of Computer Science and Engineering smitha@ntu.edu.sg Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Exploring the fusion of Artificial Intelligence (AI) with Serious Game design, this study investigates the potential of brainwave data for advancing Brain-Computer Interface (BCI) interaction. By integrating machine learning into BCI, it aims to improve and smoothen the gaming experiences. Through data recorded from the brain waves and BCI response time, game programmers/designers are able to adjust gameplay balance. As technology gets better, EEG games are leading the way in combining brain science and gaming. They offer a future where our minds can create amazing and interactive gaming experiences, providing both fun and therapeutic benefits. However, challenges such as signal precision and data privacy are still a consideration. In this project, the Emotiv EPOC EEG headset will be used as the input device for the game, “Counter Spell”. Bachelor of Engineering (Computer Science) 2023-11-20T07:34:07Z 2023-11-20T07:34:07Z 2023 Final Year Project (FYP) Juspi, E. (2023). Artificial intelligence based serious game design and control using brain waves. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/171999 https://hdl.handle.net/10356/171999 en SCSE22-0853 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::Computing methodologies::Artificial intelligence
spellingShingle Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Juspi, Enrique
Artificial intelligence based serious game design and control using brain waves
description Exploring the fusion of Artificial Intelligence (AI) with Serious Game design, this study investigates the potential of brainwave data for advancing Brain-Computer Interface (BCI) interaction. By integrating machine learning into BCI, it aims to improve and smoothen the gaming experiences. Through data recorded from the brain waves and BCI response time, game programmers/designers are able to adjust gameplay balance. As technology gets better, EEG games are leading the way in combining brain science and gaming. They offer a future where our minds can create amazing and interactive gaming experiences, providing both fun and therapeutic benefits. However, challenges such as signal precision and data privacy are still a consideration. In this project, the Emotiv EPOC EEG headset will be used as the input device for the game, “Counter Spell”.
author2 Smitha Kavallur Pisharath Gopi
author_facet Smitha Kavallur Pisharath Gopi
Juspi, Enrique
format Final Year Project
author Juspi, Enrique
author_sort Juspi, Enrique
title Artificial intelligence based serious game design and control using brain waves
title_short Artificial intelligence based serious game design and control using brain waves
title_full Artificial intelligence based serious game design and control using brain waves
title_fullStr Artificial intelligence based serious game design and control using brain waves
title_full_unstemmed Artificial intelligence based serious game design and control using brain waves
title_sort artificial intelligence based serious game design and control using brain waves
publisher Nanyang Technological University
publishDate 2023
url https://hdl.handle.net/10356/171999
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