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
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;
Conference_Titel :
Engineering in Medicine and Biology Society, 1995., IEEE 17th Annual Conference
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-2475-7
DOI :
10.1109/IEMBS.1995.575365
