EEG signal recognition for brain word interface using wavelet decomposition
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| Format: | Working Paper |
| Language: | en |
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Institute of Electrical and Electronics Engineers (IEEE)
2010
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| Online Access: | http://dspace.unimap.edu.my/123456789/10176 |
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| author | Hema, Chengalvarayan Radhakrishnamurthy Leong, Shi Wei Erdy Sulino, Mohd Muslim Tan |
| author2 | hemacr@yahoo.com |
| author_facet | hemacr@yahoo.com Hema, Chengalvarayan Radhakrishnamurthy Leong, Shi Wei Erdy Sulino, Mohd Muslim Tan |
| author_sort | Hema, Chengalvarayan Radhakrishnamurthy |
| building | UniMAP Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Perlis |
| content_source | UniMAP Library Digital Repository |
| continent | Asia |
| country | Malaysia |
| description | Link to publisher's homepage at http://ieeexplore.ieee.org/ |
| format | Working Paper |
| id | my.unimap-10176 |
| institution | Universiti Malaysia Perlis |
| language | en |
| publishDate | 2010 |
| publisher | Institute of Electrical and Electronics Engineers (IEEE) |
| record_format | dspace |
| 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://dspace.unimap.edu.my/123456789/10176 en Proceedings of the 6th International Colloquium on Signal Processing & Its Applications (CSPA) 2010 Institute of Electrical and Electronics Engineers (IEEE) |
| 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 |
| title | 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_short | EEG signal recognition for brain word interface using wavelet decomposition |
| title_sort | eeg signal recognition for brain word interface using wavelet decomposition |
| topic | Brain word dictionary (BWD) EEG signals Communication |
| url | http://dspace.unimap.edu.my/123456789/10176 |
| url_provider | http://dspace.unimap.edu.my/ |