DocumentCode
306405
Title
Fuzzy classification of microstructural dynamics of human sleep
Author
Rosa, Agostinho C. ; Allen, L.J.
Author_Institution
Inst. for Syst. & Robotics, Inst. Superior Tecnico, Lisbon
Volume
2
fYear
1996
fDate
14-17 Oct 1996
Firstpage
1108
Abstract
This work presents an automatic classifier for the microstructural dynamics of human sleep. Microstructure classification is based on phasic and transient events and has several clinical applications in sleep disorders and neurological diseases. The classifier uses EEG activities estimator, fuzzy logic to combine activities and a context based decision block. The system was tested in 5 records of healthy individuals and achieved a high degree of agreement with visual classification
Keywords
electroencephalography; fuzzy logic; medical signal processing; neurophysiology; pattern classification; EEG activities estimator; context-based decision block; fuzzy classification; fuzzy logic; human sleep; microstructural dynamics; neurological diseases; sleep disorders; Brain modeling; Diseases; Electroencephalography; Feature extraction; Fuzzy logic; Humans; Microstructure; Robotics and automation; Sleep; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1996., IEEE International Conference on
Conference_Location
Beijing
ISSN
1062-922X
Print_ISBN
0-7803-3280-6
Type
conf
DOI
10.1109/ICSMC.1996.571238
Filename
571238
Link To Document