DocumentCode
1729055
Title
Electroencephalogram analysis based on the instantaneous maximum entropy method
Author
Takizawa, Yurni ; Uchida, Sunao ; Fukasawa, Atsushi
Author_Institution
Inst. of Stat. Math., Minist. of Educ., Tokyo, Japan
fYear
1997
Firstpage
978
Abstract
This paper describes the analysis of an electroencephalogram (EEC) signal from human brains on sleeping. The result of the analysis based on the instantaneous maximum entropy method (IMEM) clarified the multiple effect on the investigation of human sleep. By this analysis, the negative correlation was found between the sleep spindle and delta wave during deep NREM sleep. The fine structure of time dependent behaviour was made clear of an alpha wave at sleep onset, sleep spindle and delta wave during NREM sleep
Keywords
electroencephalography; maximum entropy methods; medical signal processing; NREM sleep; alpha wave; delta wave; electroencephalogram analysis; human brains; human sleep; instantaneous maximum entropy method; sleep onset; sleep spindle; time dependent behaviour; Electroencephalography; Entropy; Filtering; Frequency; Humans; IEEE catalog; Mathematics; Signal analysis; Sleep; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics, 1997. ISIE '97., Proceedings of the IEEE International Symposium on
Conference_Location
Guimaraes
Print_ISBN
0-7803-3936-3
Type
conf
DOI
10.1109/ISIE.1997.648861
Filename
648861
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