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
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;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4
