Implementation of an EEG-based game using a brain computer interface for attention training
The Centre for Brain-Computing Research (CBCR) in Nanyang Technological University (NTU) has developed ways where we can make use of Brain-Computer Interfaces (BCI) to read the electrical activities of the brain, allowing us to determine whether a person is giving attention or focusing on a task. Wi...
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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/166185 |
| _version_ | 1826112006945505280 |
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| author | Yeo, Heng Gene |
| author2 | Guan Cuntai |
| author_facet | Guan Cuntai Yeo, Heng Gene |
| author_sort | Yeo, Heng Gene |
| collection | NTU |
| description | The Centre for Brain-Computing Research (CBCR) in Nanyang Technological University (NTU) has developed ways where we can make use of Brain-Computer Interfaces (BCI) to read the electrical activities of the brain, allowing us to determine whether a person is giving attention or focusing on a task. With the existence of such technology, this project seeks to develop an EEG-based game that can make use of BCI for attention training.
This report first introduces us to the use to BCI to obtain neurofeedback from the player, as well as looking into effective methods that can be used to train attention. It will then go into details how the attention training game, Last Hope, is developed and how it can be played. Lastly, it will investigate the effectiveness of Last Hope in training the attention of its players and what can be improve on it. |
| first_indexed | 2024-10-01T02:59:51Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/166185 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T02:59:51Z |
| publishDate | 2023 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1661852023-04-28T15:39:30Z Implementation of an EEG-based game using a brain computer interface for attention training Yeo, Heng Gene Guan Cuntai School of Computer Science and Engineering Centre for Brain-Computing Research CTGuan@ntu.edu.sg Engineering::Computer science and engineering::Computer applications::Computer-aided engineering The Centre for Brain-Computing Research (CBCR) in Nanyang Technological University (NTU) has developed ways where we can make use of Brain-Computer Interfaces (BCI) to read the electrical activities of the brain, allowing us to determine whether a person is giving attention or focusing on a task. With the existence of such technology, this project seeks to develop an EEG-based game that can make use of BCI for attention training. This report first introduces us to the use to BCI to obtain neurofeedback from the player, as well as looking into effective methods that can be used to train attention. It will then go into details how the attention training game, Last Hope, is developed and how it can be played. Lastly, it will investigate the effectiveness of Last Hope in training the attention of its players and what can be improve on it. Bachelor of Engineering (Computer Science) 2023-04-24T04:52:50Z 2023-04-24T04:52:50Z 2023 Final Year Project (FYP) Yeo, H. G. (2023). Implementation of an EEG-based game using a brain computer interface for attention training. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/166185 https://hdl.handle.net/10356/166185 en SCSE22-0261 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering::Computer applications::Computer-aided engineering Yeo, Heng Gene Implementation of an EEG-based game using a brain computer interface for attention training |
| title | Implementation of an EEG-based game using a brain computer interface for attention training |
| title_full | Implementation of an EEG-based game using a brain computer interface for attention training |
| title_fullStr | Implementation of an EEG-based game using a brain computer interface for attention training |
| title_full_unstemmed | Implementation of an EEG-based game using a brain computer interface for attention training |
| title_short | Implementation of an EEG-based game using a brain computer interface for attention training |
| title_sort | implementation of an eeg based game using a brain computer interface for attention training |
| topic | Engineering::Computer science and engineering::Computer applications::Computer-aided engineering |
| url | https://hdl.handle.net/10356/166185 |
| work_keys_str_mv | AT yeohenggene implementationofaneegbasedgameusingabraincomputerinterfaceforattentiontraining |