复杂脑网络研究进展——结构、功能、计算与应用

被引:39
作者
孙俊峰
洪祥飞
童善保
机构
[1] 上海交通大学Med-X研究院
关键词
复杂网络; 脑网络; 脑疾病; 认知; 计算;
D O I
10.13306/j.1672-3813.2010.04.002
中图分类号
N941.4 [大系统理论];
学科分类号
071101 ;
摘要
对复杂脑网络的研究现状进行综述性介绍。首先回顾复杂网络和脑网络的基本概念,然后分别介绍基于结构性连接、功能性连接、和因效性连接而建立的3种不同类型的脑网络,进一步讨论了关于结构性脑网络和功能性脑网络之间关系的研究,以及基于计算模型的脑网络研究,之后重点介绍复杂脑网络的两个重点应用,即在脑相关疾病和认知神经科学方面的研究现状,最后对脑网络的未来研究方向进行了讨论。
引用
收藏
页码:74 / 90
页数:17
相关论文
共 32 条
[1]  
Large-scale brain networks in cognition: emerging methods and principles[J] . Steven L. Bressler,Vinod Menon.Trends in Cognitive Sciences . 2010 (6)
[2]  
Computational models of the brain: From structure to function[J] . Michael Breakspear,Viktor Jirsa,Gustavo Deco.Neuroimage . 2010 (3)
[3]   Can structure predict function in the human brain? [J].
Honey, Christopher J. ;
Thivierge, Jean-Philippe ;
Sporns, Olaf .
NEUROIMAGE, 2010, 52 (03) :766-776
[4]   Top-down control of visual attention [J].
Noudoost, Behrad ;
Chang, Mindy H. ;
Steinmetz, Nicholas A. ;
Moore, Tirin .
CURRENT OPINION IN NEUROBIOLOGY, 2010, 20 (02) :183-190
[5]  
Multimodal imaging: an evaluation of univariate and multivariate methods for simultaneous EEG/fMRI[J] . Federico De Martino,Giancarlo Valente,Aline W. de Borst,Fabrizio Esposito,Alard Roebroeck,Rainer Goebel,Elia Formisano.Magnetic Resonance Imaging . 2010 (8)
[6]  
The relationship between structural and functional connectivity: Graph theoretical analysis of an EEG neural mass model[J] . S.C. Ponten,A. Daffertshofer,A. Hillebrand,C.J. Stam.Neuroimage . 2009 (3)
[7]   Assessing the strength of directed influences among neural signals using renormalized partial directed coherence [J].
Schelter, Bjoern ;
Timmer, Jens ;
Eichler, Michael .
JOURNAL OF NEUROSCIENCE METHODS, 2009, 179 (01) :121-130
[8]  
Multimodal Imaging of Human Brain Activity: Rational, Biophysical Aspects and Modes of Integration[J] . Katarzyna Blinowska,Gernot Müller-Putz,Vera Kaiser,Laura Astolfi,Katrien Vanderperren,Sabine Van Huffel,Louis Lemieux,Fabio Babiloni.Computational Intelligence and Neuroscience . 2009
[9]  
Quantitative Architectural Analysis: A New Approach to Cortical Mapping[J] . Axel Schleicher,Patricia Morosan,Katrin Amunts,Karl Zilles.Journal of Autism and Developmental Disorders . 2009 (11)
[10]   Modeling the Impact of Lesions in the Human Brain [J].
Alstott, Jeffrey ;
Breakspear, Michael ;
Hagmann, Patric ;
Cammoun, Leila ;
Sporns, Olaf .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (06)