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EEG signal recognition for brain word interface using wavelet decomposition

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Bibliographic Details
Main Authors: Hema, Chengalvarayan Radhakrishnamurthy, Leong, Shi Wei, Erdy Sulino, Mohd Muslim Tan
Other Authors: hemacr@yahoo.com
Format: Working Paper
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2010
Subjects:
Brain word dictionary (BWD)
EEG signals
Communication
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/10176
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spelling my.unimap-101762010-11-10T08:20:14Z EEG signal recognition for brain word interface using wavelet decomposition Hema, Chengalvarayan Radhakrishnamurthy Leong, Shi Wei Erdy Sulino, Mohd Muslim Tan hemacr@yahoo.com Brain word dictionary (BWD) EEG signals Communication Link to publisher's homepage at http://ieeexplore.ieee.org/ A simple brain word dictionary (BWD) system using wavelet decomposition to form feature sets is developed. A BWD is an essential tool in the rehabilitation of paralyzed individuals which converts the brain EEG signals into audio words. A feed forward neural network classifier is proposed to classify ten simple words. EEG signals acquired from two subjects are used in the experiments. Performance of the single trial analysis has an average recognition rate of 87.7%. 2010-11-10T08:20:14Z 2010-11-10T08:20:14Z 2010-05-21 Working Paper p.1-2 978-1-4244-7122-5 http://ezproxy.unimap.edu.my:2080/stamp/stamp.jsp?tp=&arnumber=5545306 http://hdl.handle.net/123456789/10176 en Proceedings of the 6th International Colloquium on Signal Processing & Its Applications (CSPA) 2010 Institute of Electrical and Electronics Engineers (IEEE)
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Brain word dictionary (BWD)
EEG signals
Communication
spellingShingle Brain word dictionary (BWD)
EEG signals
Communication
Hema, Chengalvarayan Radhakrishnamurthy
Leong, Shi Wei
Erdy Sulino, Mohd Muslim Tan
EEG signal recognition for brain word interface using wavelet decomposition
description Link to publisher's homepage at http://ieeexplore.ieee.org/
author2 hemacr@yahoo.com
author_facet hemacr@yahoo.com
Hema, Chengalvarayan Radhakrishnamurthy
Leong, Shi Wei
Erdy Sulino, Mohd Muslim Tan
format Working Paper
author Hema, Chengalvarayan Radhakrishnamurthy
Leong, Shi Wei
Erdy Sulino, Mohd Muslim Tan
author_sort Hema, Chengalvarayan Radhakrishnamurthy
title EEG signal recognition for brain word interface using wavelet decomposition
title_short EEG signal recognition for brain word interface using wavelet decomposition
title_full EEG signal recognition for brain word interface using wavelet decomposition
title_fullStr EEG signal recognition for brain word interface using wavelet decomposition
title_full_unstemmed EEG signal recognition for brain word interface using wavelet decomposition
title_sort eeg signal recognition for brain word interface using wavelet decomposition
publisher Institute of Electrical and Electronics Engineers (IEEE)
publishDate 2010
url http://dspace.unimap.edu.my/xmlui/handle/123456789/10176
_version_ 1643789761736867840
score 13.222552

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