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Sequential classification of mental tasks vs. idle state for EEG based BCIs

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.

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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: Elements
Depositing User: Elements
Date Deposited: 12 Dec 2012 21:07
Last Modified: 15 Jan 2022 00:44
URI: http://repository.essex.ac.uk/id/eprint/4143

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