Morphological characterization of in vitro neuronal networks -: art. no. 021905

被引:118
作者
Shefi, O
Golding, I
Segev, R
Ben-Jacob, E
Ayali, A [1 ]
机构
[1] Tel Aviv Univ, Fac Life Sci, Dept Zool, IL-69978 Tel Aviv, Israel
[2] Tel Aviv Univ, Raymond & Beverly Sackler Fac Exact Sci, Sch Phys & Astron, IL-69978 Tel Aviv, Israel
来源
PHYSICAL REVIEW E | 2002年 / 66卷 / 02期
关键词
D O I
10.1103/PhysRevE.66.021905
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We use in vitro neuronal networks as a model system for studying self-organization processes in the nervous system. We follow the neuronal growth process, from isolated neurons to fully connected two-dimensional networks. The mature networks are mapped into connected graphs and their morphological characteristics are measured. The distributions of segment lengths, node connectivity, and path length between nodes, and the clustering coefficient of the networks are used to characterize network morphology and to demonstrate that our networks fall into the category of small-world networks.
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页数:5
相关论文
共 26 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]   Classes of small-world networks [J].
Amaral, LAN ;
Scala, A ;
Barthélémy, M ;
Stanley, HE .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (21) :11149-11152
[3]  
AYALI A, IN PRESS EXPT CHAOS
[4]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[5]  
Ben-Jacob E, 2002, NATURE, V415, P370, DOI 10.1038/415370a
[6]  
Buckley F., 1990, Distance in Graphs
[7]  
Cannon RC, 1999, J COMP NEUROL, V413, P619
[8]   Mathematical guidance for axons [J].
Goodhill, GJ .
TRENDS IN NEUROSCIENCES, 1998, 21 (06) :226-231
[9]   The large-scale organization of metabolic networks [J].
Jeong, H ;
Tombor, B ;
Albert, R ;
Oltvai, ZN ;
Barabási, AL .
NATURE, 2000, 407 (6804) :651-654
[10]   A simple procedure for morphometric analysis of processes and growth cones of neurons in culture using parameters derived from the contour and convex hull of the object [J].
Kawa, A ;
Stahlhut, M ;
Berezin, A ;
Bock, E ;
Berezin, V .
JOURNAL OF NEUROSCIENCE METHODS, 1998, 79 (01) :53-64