Joint analysis of EEG and fMRI data : an exciting machine learning challenge

The project “Joint Analysis of EEG and fMRI data” describes the examination of brain activity which is analyzed using fMRI (functional Magnetic Resonance Imaging) and EEG (Electroencephalograph). Both techniques have unique way to represent brain activity. fMRI displays location of contrasts in brai...

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Main Author:	Vij Nikhil
Other Authors:	Justin Dauwels
Format:	Theses and Dissertations
Language:	English
Published:	2013
Subjects:	DRNTU::Engineering::Electrical and electronic engineering
Online Access:	http://hdl.handle.net/10356/53480
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Institution:	Nanyang Technological University
Language:	English

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spelling	sg-ntu-dr.10356-534802023-07-04T15:33:39Z Joint analysis of EEG and fMRI data : an exciting machine learning challenge Vij Nikhil Justin Dauwels School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering The project “Joint Analysis of EEG and fMRI data” describes the examination of brain activity which is analyzed using fMRI (functional Magnetic Resonance Imaging) and EEG (Electroencephalograph). Both techniques have unique way to represent brain activity. fMRI displays location of contrasts in brain images, on the other hand, EEG provides very valuable temporal information or time series of activation in form of waveforms. Both techniques if combined can depict information in spatially and temporally together. Master of Science (Computer Control and Automation) 2013-06-04T03:59:01Z 2013-06-04T03:59:01Z 2011 2011 Thesis http://hdl.handle.net/10356/53480 en 88 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::Electrical and electronic engineering
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering Vij Nikhil Joint analysis of EEG and fMRI data : an exciting machine learning challenge
description	The project “Joint Analysis of EEG and fMRI data” describes the examination of brain activity which is analyzed using fMRI (functional Magnetic Resonance Imaging) and EEG (Electroencephalograph). Both techniques have unique way to represent brain activity. fMRI displays location of contrasts in brain images, on the other hand, EEG provides very valuable temporal information or time series of activation in form of waveforms. Both techniques if combined can depict information in spatially and temporally together.
author2	Justin Dauwels
author_facet	Justin Dauwels Vij Nikhil
format	Theses and Dissertations
author	Vij Nikhil
author_sort	Vij Nikhil
title	Joint analysis of EEG and fMRI data : an exciting machine learning challenge
title_short	Joint analysis of EEG and fMRI data : an exciting machine learning challenge
title_full	Joint analysis of EEG and fMRI data : an exciting machine learning challenge
title_fullStr	Joint analysis of EEG and fMRI data : an exciting machine learning challenge
title_full_unstemmed	Joint analysis of EEG and fMRI data : an exciting machine learning challenge
title_sort	joint analysis of eeg and fmri data : an exciting machine learning challenge
publishDate	2013
url	http://hdl.handle.net/10356/53480
_version_	1772827316025556992

Joint analysis of EEG and fMRI data : an exciting machine learning challenge

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