Correlation dimension of the human sleep electroencephalogram
Authors
Kobayashi, T
Misaki, K
Nakagawa, H
Madokoro, S
Ota, T
Ihara, H
Tsuda, K
Umezawa, Y
Murayama, J
Isaki, K
Citation
T. Kobayashi et al., Correlation dimension of the human sleep electroencephalogram, PSY CLIN N, 54(1), 2000, pp. 11-16
Categorie Soggetti
Clinical Psycology & Psychiatry
Journal title
PSYCHIATRY AND CLINICAL NEUROSCIENCES
SICI code
1323-1316(200002)54:1<11:CDOTHS>2.0.ZU;2-K
Abstract
Sleep electroencephalogram (EEG) was analyzed by nonlinear analysis. Polyso
mnography of a healthy male subject was analyzed and the correlation dimens
ion was calculated. The mean correlation dimensions decreased from stage 'a
wake' to stages 1, 2 and 3, and increased during rapid eye movement (REM) s
leep. These results were also seen at every sleep cycle. During each sleep
cycle the correlation dimensions decreased for slow wave sleep, then increa
sed for REM sleep. The mean correlation dimension of the sleep EEG in the s
econd half of the night was significantly higher than those in the first ha
lf of the night. A significant change was seen both during REM sleep as wel
l as in sleep stage 2. Nonlinear analysis may be a useful method in the ana
lysis of the entire sleep electroencephalogram.