Using EEG to improve study efficiency
Study is a life-long journey. It is good to develop a habit of studying. However, people may not be able to always stay focused when they are studying. Also, it is not recommended to study when one is too focused or too relaxed. Moreover, seldom do people record their study history because they feel...
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Nanyang Technological University
2021
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sg-ntu-dr.10356-1496982023-07-07T18:22:54Z Using EEG to improve study efficiency Zhang, Zizhao Yvonne Lam Ying Hung School of Electrical and Electronic Engineering EYHLAM@ntu.edu.sg Engineering::Electrical and electronic engineering Study is a life-long journey. It is good to develop a habit of studying. However, people may not be able to always stay focused when they are studying. Also, it is not recommended to study when one is too focused or too relaxed. Moreover, seldom do people record their study history because they feel it too troublesome. Hence, for good efficiency it is necessary for people to find their best period of study during the day and form a good habit of study. The objective of this project is to develop an APP to give appropriate recommendations to user in order to improve the learning efficiency based on EEG signal input obtained from “Brainlink Lite 2.0”. In details, first, extracting raw EEG signal from device to computer via Bluetooth communication, and then analyzing data to interpret users’ focus/relax level, next generating algorithm to represent users’ study efficiency. In the end, implementing the APP to display real-time information. Bachelor of Engineering (Electrical and Electronic Engineering) 2021-06-07T13:13:54Z 2021-06-07T13:13:54Z 2021 Final Year Project (FYP) Zhang, Z. (2021). Using EEG to improve study efficiency. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/149698 https://hdl.handle.net/10356/149698 en A2270-201 application/pdf Nanyang Technological University |
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Engineering::Electrical and electronic engineering Zhang, Zizhao Using EEG to improve study efficiency |
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Study is a life-long journey. It is good to develop a habit of studying. However, people may not be able to always stay focused when they are studying. Also, it is not recommended to study when one is too focused or too relaxed. Moreover, seldom do people record their study history because they feel it too troublesome. Hence, for good efficiency it is necessary for people to find their best period of study during the day and form a good habit of study.
The objective of this project is to develop an APP to give appropriate recommendations to user in order to improve the learning efficiency based on EEG signal input obtained from “Brainlink Lite 2.0”. In details, first, extracting raw EEG signal from device to computer via Bluetooth communication, and then analyzing data to interpret users’ focus/relax level, next generating algorithm to represent users’ study efficiency. In the end, implementing the APP to display real-time information. |
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Yvonne Lam Ying Hung |
author_facet |
Yvonne Lam Ying Hung Zhang, Zizhao |
format |
Final Year Project |
author |
Zhang, Zizhao |
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Zhang, Zizhao |
title |
Using EEG to improve study efficiency |
title_short |
Using EEG to improve study efficiency |
title_full |
Using EEG to improve study efficiency |
title_fullStr |
Using EEG to improve study efficiency |
title_full_unstemmed |
Using EEG to improve study efficiency |
title_sort |
using eeg to improve study efficiency |
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Nanyang Technological University |
publishDate |
2021 |
url |
https://hdl.handle.net/10356/149698 |
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1772828450060500992 |