DocumentCode
3394873
Title
Predicting failures in auditory detection from changes in the EEG spectrum
Author
Jung, Tzyy-Ping ; Makeig, Scott
Author_Institution
Comput. Neurobiol. Lab., Salk Inst., La Jolla, CA, USA
Volume
2
fYear
1995
fDate
20-23 Sep 1995
Firstpage
927
Abstract
Humans´ ability to maintain constant level of performance in low-arousal task environments is limited. This paper shows that characteristic multi-minute and 15-20 sec fluctuations in the EEG spectrum accompanying fluctuations in behavioral alertness can be used to estimate or predict individual responses in an auditory detection task
Keywords
auditory evoked potentials; electroencephalography; medical signal processing; spectral analysis; 15 to 20 s; EEG spectrum changes; auditory detection failures prediction; behavioral alertness; characteristic multi-minute fluctuations; constant performance level maintenance; human audition; individual responses prediction; low-arousal task environments; Artificial neural networks; Background noise; Electroencephalography; Fluctuations; Frequency; Humans; Neural networks; Scalp; Shape; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1995., IEEE 17th Annual Conference
Conference_Location
Montreal, Que.
Print_ISBN
0-7803-2475-7
Type
conf
DOI
10.1109/IEMBS.1995.579350
Filename
579350
Link To Document