Brain signal analysis using EEG and Entropy to study the effect of physical and mental tasks on cognitive performance
<p>Some theoretical control models posit that the fatigue which is developed during physical activity is not always peripheral and it is the brain which causes this feeling of fatigue. This fatigue develops due to a decrease of metabolic resources to and from the brain that modulates physical ...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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EduSoft publishing
2015-07-01
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| Series: | Brain: Broad Research in Artificial Intelligence and Neuroscience |
| Subjects: | |
| Online Access: | https://www.edusoft.ro/brain/index.php/brain/article/view/458 |
| _version_ | 1797334136820596736 |
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| author | Dineshen Chuckravanen Sujan Rajbhandari Andre Bester |
| author_facet | Dineshen Chuckravanen Sujan Rajbhandari Andre Bester |
| author_sort | Dineshen Chuckravanen |
| collection | DOAJ |
| description | <p>Some theoretical control models posit that the fatigue which is developed during physical activity is not always peripheral and it is the brain which causes this feeling of fatigue. This fatigue develops due to a decrease of metabolic resources to and from the brain that modulates physical performance. Therefore, this research was conducted to find out if there was finite level of<br />metabolic energy resources in the brain, by performing both mental and physical activities to exhaustion. It was found that there was an overflow of information during the exercise-involved experiment. The circular relationship between fatigue, cognitive performance and arousal state insinuates that one should apply more effort to maintain performance levels which would require more energy resources that eventually accelerates the development of fatigue. Thus, there appeared to be a limited amount of energy resources in the brain as shown by the cognitive performance of the participants.</p> |
| first_indexed | 2024-03-08T08:15:22Z |
| format | Article |
| id | doaj.art-5005effd40294c4ca0eb7ec888fcc551 |
| institution | Directory Open Access Journal |
| issn | 2067-3957 |
| language | English |
| last_indexed | 2024-03-08T08:15:22Z |
| publishDate | 2015-07-01 |
| publisher | EduSoft publishing |
| record_format | Article |
| series | Brain: Broad Research in Artificial Intelligence and Neuroscience |
| spelling | doaj.art-5005effd40294c4ca0eb7ec888fcc5512024-02-02T07:32:05ZengEduSoft publishingBrain: Broad Research in Artificial Intelligence and Neuroscience2067-39572015-07-0151-44659333Brain signal analysis using EEG and Entropy to study the effect of physical and mental tasks on cognitive performanceDineshen Chuckravanen0Sujan Rajbhandari1Andre Bester2Northumbria University, NewcastleUniversity of OxfordBester Labs, Newcastle Upon Tyne<p>Some theoretical control models posit that the fatigue which is developed during physical activity is not always peripheral and it is the brain which causes this feeling of fatigue. This fatigue develops due to a decrease of metabolic resources to and from the brain that modulates physical performance. Therefore, this research was conducted to find out if there was finite level of<br />metabolic energy resources in the brain, by performing both mental and physical activities to exhaustion. It was found that there was an overflow of information during the exercise-involved experiment. The circular relationship between fatigue, cognitive performance and arousal state insinuates that one should apply more effort to maintain performance levels which would require more energy resources that eventually accelerates the development of fatigue. Thus, there appeared to be a limited amount of energy resources in the brain as shown by the cognitive performance of the participants.</p>https://www.edusoft.ro/brain/index.php/brain/article/view/458attention, cognitive performance, eeg analysis, entropy analysis, mental fatigue |
| spellingShingle | Dineshen Chuckravanen Sujan Rajbhandari Andre Bester Brain signal analysis using EEG and Entropy to study the effect of physical and mental tasks on cognitive performance Brain: Broad Research in Artificial Intelligence and Neuroscience attention, cognitive performance, eeg analysis, entropy analysis, mental fatigue |
| title | Brain signal analysis using EEG and Entropy to study the effect of physical and mental tasks on cognitive performance |
| title_full | Brain signal analysis using EEG and Entropy to study the effect of physical and mental tasks on cognitive performance |
| title_fullStr | Brain signal analysis using EEG and Entropy to study the effect of physical and mental tasks on cognitive performance |
| title_full_unstemmed | Brain signal analysis using EEG and Entropy to study the effect of physical and mental tasks on cognitive performance |
| title_short | Brain signal analysis using EEG and Entropy to study the effect of physical and mental tasks on cognitive performance |
| title_sort | brain signal analysis using eeg and entropy to study the effect of physical and mental tasks on cognitive performance |
| topic | attention, cognitive performance, eeg analysis, entropy analysis, mental fatigue |
| url | https://www.edusoft.ro/brain/index.php/brain/article/view/458 |
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