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Detection of mental task related EEG for brain computer interface implementation (using SVM classification approach)
Includes bibliographical references (p. 97-103).
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| Main Author: | |
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| Other Authors: | |
| Format: | Thesis |
| Language: | English |
| Published: |
Department of Electrical Engineering
2014
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| _version_ | 1867613159617986560 |
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| access_status_str | Open Access |
| author | Lin, Tsu-Hui Angel |
| author2 | John, Lester |
| author_browse | John, Lester Lin, Tsu-Hui Angel |
| author_facet | John, Lester Lin, Tsu-Hui Angel |
| author_sort | Lin, Tsu-Hui Angel |
| collection | Thesis |
| description | Includes bibliographical references (p. 97-103). |
| format | Thesis |
| id | oai:open.uct.ac.za:11427/5182 |
| institution | University of Cape Town (South Africa) |
| language | eng |
| last_indexed | 2026-06-10T12:31:43.046Z |
| license_str | Not specified — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository |
| publishDate | 2014 |
| publishDateRange | 2014 |
| publishDateSort | 2014 |
| publisher | Department of Electrical Engineering |
| publisherStr | Department of Electrical Engineering |
| record_format | dspace |
| source_str | UCTD — University of Cape Town Open Access Repository |
| spelling | oai:open.uct.ac.za:11427/5182 Detection of mental task related EEG for brain computer interface implementation (using SVM classification approach) Lin, Tsu-Hui Angel John, Lester Tapson, J Electrical Engineering Includes bibliographical references (p. 97-103). Brain computer interface (BCI) technology provides a method of communication and control for people with severe motor disabilities. This thesis explores the application of a Fast Fourier transform and support vector machine (FFT-SVM) to the problem of mental task detection in EEG-based brain computer interface implementation. 2014-07-31T10:55:08Z 2014-07-31T10:55:08Z 2007 Master Thesis Masters MSc http://hdl.handle.net/11427/5182 eng application/pdf Department of Electrical Engineering Faculty of Engineering and the Built Environment University of Cape Town |
| spellingShingle | Electrical Engineering Lin, Tsu-Hui Angel Detection of mental task related EEG for brain computer interface implementation (using SVM classification approach) |
| thesis_degree_str | Master's |
| title | Detection of mental task related EEG for brain computer interface implementation (using SVM classification approach) |
| title_full | Detection of mental task related EEG for brain computer interface implementation (using SVM classification approach) |
| title_fullStr | Detection of mental task related EEG for brain computer interface implementation (using SVM classification approach) |
| title_full_unstemmed | Detection of mental task related EEG for brain computer interface implementation (using SVM classification approach) |
| title_short | Detection of mental task related EEG for brain computer interface implementation (using SVM classification approach) |
| title_sort | detection of mental task related eeg for brain computer interface implementation using svm classification approach |
| topic | Electrical Engineering |
| url | http://hdl.handle.net/11427/5182 |
| work_keys_str_mv | AT lintsuhuiangel detectionofmentaltaskrelatedeegforbraincomputerinterfaceimplementationusingsvmclassificationapproach |