DocumentCode
703034
Title
Classification of microstructure of human sleep using EEG modelling
Author
Lima, Jose Mallen ; da Rosa, Agostinho C.
Author_Institution
Inst. for Syst. & Robot., Inst. Super. Tecnico, Lisbon, Portugal
fYear
1998
fDate
8-11 Sept. 1998
Firstpage
1
Lastpage
4
Abstract
This paper presents an automatic classifier for a sleep paradigm. This classification, Cyclic Alternating Pattern Sequence (CAPS) is based on the microstructure of sleep. The classifier is based on one Electroencephalogram, EEG, model to estimate its rhythmic activities. It was tested on 4 normal subjects and achieved better agreement with a visual reference than human-human agreement.
Keywords
electroencephalography; medical signal processing; signal classification; sleep; CAPS; EEG modelling; cyclic alternating pattern sequence; electroencephalogram; human sleep microstructure classification; human-human agreement; rhythmic activity; sleep paradigm; Brain modeling; Electroencephalography; Finite impulse response filters; Manuals; Microstructure; Sleep; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location
Rhodes
Print_ISBN
978-960-7620-06-4
Type
conf
Filename
7089504
Link To Document