NDLI: QUASAR's QStates cognitive gauge performance in the cognitive state assessment competition 2011

Content Provider	IEEE Xplore Digital Library
Author	McDonald, N.J. Soussou, W.
Copyright Year	2011
Description	Author affiliation: QUASAR, San Diego, CA 92121 USA (McDonald, N.J.; Soussou, W.)
Abstract	The Cognitive State Assessment Competition 2011 was organized by the U.S. Air Force Research Laboratory (AFRL) to compare the performance of real-time cognitive state classification software. This paper presents results for QUASAR's data classification module, QStates, which is a software package for real-time (and off-line) analysis of physiologic data collected during cognitive-specific tasks. The classifier's methodology can be generalized to any particular cognitive state; QStates identifies the most salient features extracted from EEG signals recorded during different cognitive states or loads.
Starting Page	6542
Ending Page	6546
File Size	558874
Page Count	5
File Format	PDF
ISBN	9781424441211
ISSN	1557170X
e-ISBN	9781457715891
e-ISBN	9781424441228
DOI	10.1109/IEMBS.2011.6091614
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-08-30
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Accuracy Training Electroencephalography Brain modeling Training data Data models Feature extraction
Content Type	Text
Resource Type	Article
Subject	Signal Processing Biomedical Engineering Health Informatics Computer Vision and Pattern Recognition

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QUASAR's QStates cognitive gauge performance in the cognitive state assessment competition 2011