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 | |
第一作者 | Zhao, QL (Zhao, Qinglin) |
通讯作者邮箱 | [email protected] |
摘要 | 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. |
关键词 | Heroin Addicts Resting Eeg Correlation Dimension Kolmogorov Entropy Lempel-ziv Complexity Sloreta |
2017-07 | |
语种 | 英语 |
DOI | 10.1109/TNB.2017.2705689 |
发表期刊 | IEEE TRANSACTIONS ON NANOBIOSCIENCE |
卷号 | 16期号:5 特刊: SI页码:349-355 |
期刊论文类型 | Article |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/26532 |
专题 | 健康与遗传心理学研究室 |
作者单位 | 1.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 |
推荐引用方式 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. |
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