PSYCH OpenIR  > 健康与遗传心理学研究室
Nonlinear Dynamic Complexity and Sources of Resting-state EEG in Abstinent Heroin Addicts
Zhao, QL (Zhao, Qinglin)1; Jiang, H (Jiang, Hua)1; ; Hu, B (Hu, Bin)1; Li, YH (Li, Yonghui)2; ; Zhong, N (Zhong, Ning)3; Li, M (Li, Mi)4; Lin, WH (Lin, Wenhua)1; Liu, QY (Liu, Quanying)5
First AuthorZhao, QL (Zhao, Qinglin)
2017-07
Source PublicationIEEE TRANSACTIONS ON NANOBIOSCIENCE
Correspondent Emailquanying.liu@hest.ethz.ch
SubtypeArticle
Volume16Issue:5 特刊: SIPages:349-355
Abstract

It has been reported that chronic heroin intake induces both structural and functional changes in human brain; however, few studies have investigated the carry-over adverse effects on brain after heroin withdrawal. In this paper, we examined the neurophysiological differences between the abstinent heroin addicts (AHAs) and healthy controls (HCs) using nonlinear dynamic analysis and source localization analysis in resting-state electroencephalogram (EEG) data; 5 min resting EEG data from 20 AHAs and twenty age-, education-, and gender-matched HCs were recorded using 64 electrodes. The results of nonlinear characteristics (e.g., the correlation dimension, Kolmogorov entropy, and Lempel-Ziv complexity) showed that the EEG signals in alpha band from AHAs were significantly more irregular. Moreover, the source localization results confirmed the neuronal activities in alpha band in AHAs were significantly weaker in parietal lobe (BA3 and BA7), frontal lobe (BA4 and BA6), and limbic lobe (BA24). Together, our analysis at both the sensor level and source level suggested the functional abnormalities in the brain during heroin abstinence, in particular for the neuronal oscillations in alpha band.

KeywordHeroin Addicts Resting Eeg Correlation Dimension Kolmogorov Entropy Lempel-ziv Complexity Sloreta
DOI10.1109/TNB.2017.2705689
Language英语
Citation statistics
Document Type期刊论文
Identifierhttp://ir.psych.ac.cn/handle/311026/26532
Collection健康与遗传心理学研究室
Affiliation1.Lanzhou Univ, Sch Informat Sci & Engn, Lanzhou , Gansu, Peoples R China
2.Chinese Acad Sci, Psychol Res Inst, Beijing , Peoples R China
3.Maebashi Inst Technol, Dept Life Sci & Informat, Maebashi, Gumma 3710816, Japan
4.Beijing Univ Technol, Dept Automat & Informat Technol, Beijing 100022, Peoples R China
5.ETH, Lab Neural Control Movement, CH-8057 Zurich, Switzerland
Recommended Citation
GB/T 7714
Zhao, QL ,Jiang, H ,; Hu, B ,et al. Nonlinear Dynamic Complexity and Sources of Resting-state EEG in Abstinent Heroin Addicts[J]. IEEE TRANSACTIONS ON NANOBIOSCIENCE,2017,16(5 特刊: SI):349-355.
APA Zhao, QL .,Jiang, H .,; Hu, B .,Li, YH .,; Zhong, N .,...&Liu, QY .(2017).Nonlinear Dynamic Complexity and Sources of Resting-state EEG in Abstinent Heroin Addicts.IEEE TRANSACTIONS ON NANOBIOSCIENCE,16(5 特刊: SI),349-355.
MLA Zhao, QL ,et al."Nonlinear Dynamic Complexity and Sources of Resting-state EEG in Abstinent Heroin Addicts".IEEE TRANSACTIONS ON NANOBIOSCIENCE 16.5 特刊: SI(2017):349-355.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Zhao, QL (Zhao, Qinglin)]'s Articles
[Jiang, H (Jiang, Hua)]'s Articles
[; Hu, B (Hu, Bin)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Zhao, QL (Zhao, Qinglin)]'s Articles
[Jiang, H (Jiang, Hua)]'s Articles
[; Hu, B (Hu, Bin)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Zhao, QL (Zhao, Qinglin)]'s Articles
[Jiang, H (Jiang, Hua)]'s Articles
[; Hu, B (Hu, Bin)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.