DocumentCode
307713
Title
Detection of characteristic waves of sleep EEG by neural network analysis
Author
Shimada, Takamasa ; Shiina, Tsuyoshi
Author_Institution
Inst. of Inf. Sci. & Electron., Tsukuba Univ., Ibaraki, Japan
Volume
1
fYear
1995
fDate
20-25 Sep 1995
Firstpage
791
Abstract
The authors propose a new type neural network model by which they could detect several kinds of important characteristic waves in sleep EEG that is used for the diagnosis of sleep stages. Experimental results indicated that the proposed neural network model had much more capacity than other conventional methods
Keywords
electroencephalography; medical signal processing; neural nets; characteristic waves detection; electrodiagnostics; important characteristic waves; neural network analysis; neural network model; sleep EEG; sleep stages diagnosis; Brain modeling; Electroencephalography; Information analysis; Neural networks; Neurons; Psychiatry; Sleep; Spectral analysis; Strontium; Training data;
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.1995.575365
Filename
575365
Link To Document