Investigations of EEG activities and cognitive performance relationship across different walking speeds
The project objective is to investigate the relationship between EEG activities and cognitive performance across different walking speed. Matlab software was firstly applied to perform filtering on the recorded raw EEG signal and then useful data were also extracted by Matlab from the filtered EEG s...
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sg-ntu-dr.10356-684462023-03-03T15:36:56Z Investigations of EEG activities and cognitive performance relationship across different walking speeds Wong, Cheng Ji Zhang Zhiguo School of Chemical and Biomedical Engineering DRNTU::Engineering The project objective is to investigate the relationship between EEG activities and cognitive performance across different walking speed. Matlab software was firstly applied to perform filtering on the recorded raw EEG signal and then useful data were also extracted by Matlab from the filtered EEG signal to undergo statistic analytical and correlation tests. While other frequency bands which are associated with creativity and memory were not found to be affected by the different walking speeds in this study, there was a significant correlation relationship discovered between the Perceived Arousal level and the Gamma frequency band. Findings in this study are useful to support the results of the cognitive performances from the respective walking session, especially the significant cognitive performance improvement of the Stroop Colour Word (SCW) test after fast walking. Bachelor of Engineering (Chemical and Biomolecular Engineering) 2016-05-26T02:45:24Z 2016-05-26T02:45:24Z 2016 Final Year Project (FYP) http://hdl.handle.net/10356/68446 en Nanyang Technological University 50 p. application/pdf |
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DRNTU::Engineering Wong, Cheng Ji Investigations of EEG activities and cognitive performance relationship across different walking speeds |
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The project objective is to investigate the relationship between EEG activities and cognitive performance across different walking speed. Matlab software was firstly applied to perform filtering on the recorded raw EEG signal and then useful data were also extracted by Matlab from the filtered EEG signal to undergo statistic analytical and correlation tests. While other frequency bands which are associated with creativity and memory were not found to be affected by the different walking speeds in this study, there was a significant correlation relationship discovered between the Perceived Arousal level and the Gamma frequency band. Findings in this study are useful to support the results of the cognitive performances from the respective walking session, especially the significant cognitive performance improvement of the Stroop Colour Word (SCW) test after fast walking. |
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Zhang Zhiguo |
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Zhang Zhiguo Wong, Cheng Ji |
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Final Year Project |
author |
Wong, Cheng Ji |
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Wong, Cheng Ji |
title |
Investigations of EEG activities and cognitive performance relationship across different walking speeds |
title_short |
Investigations of EEG activities and cognitive performance relationship across different walking speeds |
title_full |
Investigations of EEG activities and cognitive performance relationship across different walking speeds |
title_fullStr |
Investigations of EEG activities and cognitive performance relationship across different walking speeds |
title_full_unstemmed |
Investigations of EEG activities and cognitive performance relationship across different walking speeds |
title_sort |
investigations of eeg activities and cognitive performance relationship across different walking speeds |
publishDate |
2016 |
url |
http://hdl.handle.net/10356/68446 |
_version_ |
1759855881478995968 |