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Source-temporal-features for dtection EEG behavior of autism spectrum disorder

This study introduces a new model to capture the abnormal brain activity of children with Autism Spectrum Disorder (ASD) during eyes open and eyes closed resting conditions. EEG data was collected from normal subjects' ages (4 to 9) years and ASD subjects match group. Time Difference of Arrival...

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Main Authors: Shams, Wafaa Khazaal, Abdul Rahman, Abdul Wahab
Format: Conference or Workshop Item
Language:English
Published: 2013
Subjects:
T Technology (General)
Online Access:http://irep.iium.edu.my/38063/1/Source-Temporal-Features_for_Detection_EEG_behavior_of_Autism_Spectrum_Disorder.pdf
http://irep.iium.edu.my/38063/
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6518913
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spelling my.iium.irep.380632020-12-16T17:12:33Z http://irep.iium.edu.my/38063/ Source-temporal-features for dtection EEG behavior of autism spectrum disorder Shams, Wafaa Khazaal Abdul Rahman, Abdul Wahab T Technology (General) This study introduces a new model to capture the abnormal brain activity of children with Autism Spectrum Disorder (ASD) during eyes open and eyes closed resting conditions. EEG data was collected from normal subjects' ages (4 to 9) years and ASD subjects match group. Time Difference of Arrival (TDOA) approach was applied with EEG data raw for feature extracted at time domain. The neural network, Multilayer Perception (MLP) was used to distinguish between the two groups during the two tasks. Results show significant accuracy around 98% for both tasks and clearly discriminate for the features in z-dimension his electronic document is a "live" template and already defines the components of your paper [title, text, heads, etc.) in its style sheet. 2013 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/38063/1/Source-Temporal-Features_for_Detection_EEG_behavior_of_Autism_Spectrum_Disorder.pdf Shams, Wafaa Khazaal and Abdul Rahman, Abdul Wahab (2013) Source-temporal-features for dtection EEG behavior of autism spectrum disorder. In: 2013 5th International Conference on Information and Communication Technology for the Muslim World (ICT4M), 25th - 27th March 2013, Kuala Lumpur. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6518913
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Shams, Wafaa Khazaal
Abdul Rahman, Abdul Wahab
Source-temporal-features for dtection EEG behavior of autism spectrum disorder
description This study introduces a new model to capture the abnormal brain activity of children with Autism Spectrum Disorder (ASD) during eyes open and eyes closed resting conditions. EEG data was collected from normal subjects' ages (4 to 9) years and ASD subjects match group. Time Difference of Arrival (TDOA) approach was applied with EEG data raw for feature extracted at time domain. The neural network, Multilayer Perception (MLP) was used to distinguish between the two groups during the two tasks. Results show significant accuracy around 98% for both tasks and clearly discriminate for the features in z-dimension his electronic document is a "live" template and already defines the components of your paper [title, text, heads, etc.) in its style sheet.
format Conference or Workshop Item
author Shams, Wafaa Khazaal
Abdul Rahman, Abdul Wahab
author_facet Shams, Wafaa Khazaal
Abdul Rahman, Abdul Wahab
author_sort Shams, Wafaa Khazaal
title Source-temporal-features for dtection EEG behavior of autism spectrum disorder
title_short Source-temporal-features for dtection EEG behavior of autism spectrum disorder
title_full Source-temporal-features for dtection EEG behavior of autism spectrum disorder
title_fullStr Source-temporal-features for dtection EEG behavior of autism spectrum disorder
title_full_unstemmed Source-temporal-features for dtection EEG behavior of autism spectrum disorder
title_sort source-temporal-features for dtection eeg behavior of autism spectrum disorder
publishDate 2013
url http://irep.iium.edu.my/38063/1/Source-Temporal-Features_for_Detection_EEG_behavior_of_Autism_Spectrum_Disorder.pdf
http://irep.iium.edu.my/38063/
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6518913
_version_ 1687393049676611584
score 13.211869

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