Dyson, Matthew and Sepulveda, Francisco and Gan, John Q and Roberts, Stephen J (2009) Sequential classification of mental tasks vs. idle state for EEG based BCIs. In: 2009 4th International IEEE/EMBS Conference on Neural Engineering (NER), 2009-04-29 - 2009-05-02.
Dyson, Matthew and Sepulveda, Francisco and Gan, John Q and Roberts, Stephen J (2009) Sequential classification of mental tasks vs. idle state for EEG based BCIs. In: 2009 4th International IEEE/EMBS Conference on Neural Engineering (NER), 2009-04-29 - 2009-05-02.
Dyson, Matthew and Sepulveda, Francisco and Gan, John Q and Roberts, Stephen J (2009) Sequential classification of mental tasks vs. idle state for EEG based BCIs. In: 2009 4th International IEEE/EMBS Conference on Neural Engineering (NER), 2009-04-29 - 2009-05-02.
Abstract
Results are presented from an ongoing investigation testing discrimination rates of six mental tasks against the idle state for brain computer-interfacing. An online sequential classification method is employed, results represent calculated feedback position during trial periods. Current classification rates suggest auditory imagery shows lower discrimination against the idle state. Results mirror previous work in which linear classification accuracy was maximised within a trial window. ©2009 IEEE.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Published proceedings: 2009 4th International IEEE/EMBS Conference on Neural Engineering, NER '09 |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 12 Dec 2012 21:07 |
| Last Modified: | 24 Oct 2024 20:42 |
| URI: | http://repository.essex.ac.uk/id/eprint/4143 |