Lakany, H. and Valsan, G. and Conway, B.A. (2009) Single trial EEG classification of observed wrist movements. In: Proceedings of the 4th International IEEE/EMBS Conference on Neural Engineering, 2009. NER '09. IEEE Conference Proceedings. ISBN 978-1-4244-2072-8
Full text not available in this repository. (Request a copy from the Strathclyde author)Abstract
In this paper, we present the results of single trial EEG classification of observed wrist movements. This study is part of our endeavour to develop brain computer interfaces as an assistive device for people with severe motor disabilities. Our methods rely on a simple but robust algorithm that requires no subject training to modulate brain activity. We adopt a method based on extraction and selection of statistically significant time-frequency features using ANOVA and principal component analysis. Classification results achieved ~80% (±12%.
| Item type: | Book Section |
|---|---|
| ID code: | 39699 |
| Keywords: | trial, EEG, wrist, movement, Bioengineering, Engineering (General). Civil engineering (General) |
| Subjects: | Technology > Engineering (General). Civil engineering (General) > Bioengineering Technology > Engineering (General). Civil engineering (General) |
| Department: | Faculty of Engineering > Bioengineering |
| Related URLs: | |
| Depositing user: | Pure Administrator |
| Date Deposited: | 14 May 2012 16:44 |
| Last modified: | 04 Oct 2012 16:41 |
| URI: | http://strathprints.strath.ac.uk/id/eprint/39699 |
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