Correlation dimension of EEG slow-wave activity during sleep in children and young adults

Raffaele Ferri , Salvatore Pettinato , Filippa Alicata , Stefano Del Gracco , Maurizio Elia , Sebastiano A Musumeci
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引用次数: 19

Abstract

In a recent work, the calculation of the correlation dimension (CD) of the profiles of EEG slow-wave activity during sleep in 7 young subjects, allowed us to conclude that sleep-regulation might be considered a deterministic non-linear process with an average dimension above 3. In this paper we report the results of the calculation of the CD of EEG slow-wave activity in 20 normal subjects (children and young adults) who slept in the laboratory for 3 consecutive nights. The results confirm that it is possible to calculate the CD in most normal profiles (33 out of 40) and to discriminate between chaos and noise. The lower limit of CD was found as ranging between approximately 2.5 and 4.5, it did not show significant changes across consecutive nights in the same subject and did not seem to change significantly with age in children and young adults.

儿童和青少年睡眠时脑电图慢波活动的相关维数
在最近的一项研究中,通过对7名年轻受试者睡眠时脑电图慢波活动特征的相关维数(CD)的计算,我们得出了睡眠调节可能被认为是一个平均维数在3以上的确定性非线性过程。本文报道了20名正常受试者(儿童和青年)连续3晚在实验室睡眠的脑电图慢波活动CD的计算结果。结果证实,在大多数正常剖面(40个中的33个)中计算CD是可能的,并且可以区分混沌和噪声。CD的下限大约在2.5到4.5之间,在同一受试者中,它在连续的夜晚没有显示出显著的变化,在儿童和年轻人中,它似乎没有随着年龄的变化而显著变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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