Modeling and analysis tools for brain study

The main objective of this project is to understand more about the brain activities, and then from that we try to develop a program to assess and keep track of the brain performance. In the particular, Electroencephalography (EEG) has been used to monitor the brain activities of the subjects during...

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Main Author: Le, Minh Nhat
Other Authors: Wang Lipo
Format: Final Year Project
Language:English
Published: 2014
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Online Access:http://hdl.handle.net/10356/60439
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-604392023-07-07T17:29:10Z Modeling and analysis tools for brain study Le, Minh Nhat Wang Lipo School of Electrical and Electronic Engineering Fraunhofer Singapore DRNTU::Engineering The main objective of this project is to understand more about the brain activities, and then from that we try to develop a program to assess and keep track of the brain performance. In the particular, Electroencephalography (EEG) has been used to monitor the brain activities of the subjects during the assessments. The EEG was chosen among other techniques because it is a reliable, accurate and popular method which has used widely for decades. Moreover, in our lab we are using a device called Emotiv EPOC neuroheadset; this device can connect to the computer through wireless and provide a high-resolution EEG data. Therefore, this device was mainly used in this project to develop EEG-based applications. This project consists of two sub-projects. In the first sub-project, a 3D visualization tool for observing brain activities was integrated into an open-sourced project called BrainBay. The 3D visualization tool gets the EEG data from Emotiv device directly and then represents it as Blobby on a 3D head. Initially, these two programs run independently, so the task now is to merge them together into a single project. For the second sub-project, an EEG-enable test was developed to assess the vigilant attention level of the subject. The purpose of this test is to check whether the attention ability of the subject is improved after going through neurofeedback training. Bachelor of Engineering 2014-05-27T06:07:41Z 2014-05-27T06:07:41Z 2014 2014 Final Year Project (FYP) http://hdl.handle.net/10356/60439 en Nanyang Technological University 73 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering
spellingShingle DRNTU::Engineering
Le, Minh Nhat
Modeling and analysis tools for brain study
description The main objective of this project is to understand more about the brain activities, and then from that we try to develop a program to assess and keep track of the brain performance. In the particular, Electroencephalography (EEG) has been used to monitor the brain activities of the subjects during the assessments. The EEG was chosen among other techniques because it is a reliable, accurate and popular method which has used widely for decades. Moreover, in our lab we are using a device called Emotiv EPOC neuroheadset; this device can connect to the computer through wireless and provide a high-resolution EEG data. Therefore, this device was mainly used in this project to develop EEG-based applications. This project consists of two sub-projects. In the first sub-project, a 3D visualization tool for observing brain activities was integrated into an open-sourced project called BrainBay. The 3D visualization tool gets the EEG data from Emotiv device directly and then represents it as Blobby on a 3D head. Initially, these two programs run independently, so the task now is to merge them together into a single project. For the second sub-project, an EEG-enable test was developed to assess the vigilant attention level of the subject. The purpose of this test is to check whether the attention ability of the subject is improved after going through neurofeedback training.
author2 Wang Lipo
author_facet Wang Lipo
Le, Minh Nhat
format Final Year Project
author Le, Minh Nhat
author_sort Le, Minh Nhat
title Modeling and analysis tools for brain study
title_short Modeling and analysis tools for brain study
title_full Modeling and analysis tools for brain study
title_fullStr Modeling and analysis tools for brain study
title_full_unstemmed Modeling and analysis tools for brain study
title_sort modeling and analysis tools for brain study
publishDate 2014
url http://hdl.handle.net/10356/60439
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