Title :
A low order model of sleep stage II EEG based on the gamma kernel
Author :
Silva, Tomás Oliveira e ; De Oliveira, Pedro Guedes
Author_Institution :
Dep. Electrónica e Telecomunicaçoes / INESC Universidade de Aveiro 3800 Aveiro, Portugal
fDate :
Oct. 29 1992-Nov. 1 1992
Abstract :
In this paper we propose and analyze a model based on the gamma kernel to simulate sleep stage II EEG signals. The only input required to build the model is a segment of sleep stage II signal. The model is then excited by Gaussian white noise to produce the simulated signal. Some comparisons between a real signal and a simulated signal are presented that show that a good matching can be achieved with a low order model.
Keywords :
Analytical models; Brain modeling; Electroencephalography; Facsimile; Kernel; Presses;
Conference_Titel :
Engineering in Medicine and Biology Society, 1992 14th Annual International Conference of the IEEE
Conference_Location :
Paris, France
Print_ISBN :
0-7803-0785-2
Electronic_ISBN :
0-7803-0816-6
DOI :
10.1109/IEMBS.1992.5761622
