Self-organized criticality in a simple model of neurons based on small-world networks

被引：42
|
作者：
Lin, M [1 ]
Chen, TL
机构：
[1] Nankai Univ, Dept Phys, Tianjin 300071, Peoples R China
[2] CCAST, World Lab, Beijing 100080, Peoples R China
来源：
PHYSICAL REVIEW E | 2005年 / 71卷 / 01期
关键词：
D O I：
10.1103/PhysRevE.71.016133
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：
A simple model for a set of interacting idealized neurons with small-world structure is introduced. The basic elements of the model are endowed with the main features of a neuron function. We find that our model displays power-law behavior of avalanche sizes and generates long-range temporal correlations and I If noise. More importantly, we find there are different avalanche dynamical behaviors for different 0, the density of short paths in the network.
引用
收藏
页数：5
相关论文
共 50 条
  • [41] Self-Organized Criticality in Developing Neuronal Networks
    Tetzlaff, Christian
    Okujeni, Samora
    Egert, Ulrich
    Woergoetter, Florentin
    Butz, Markus
    PLOS COMPUTATIONAL BIOLOGY, 2010, 6 (12)
  • [42] Self-Organized Criticality and Near-Criticality in Neural Networks
    Cowan, Jack D.
    Neuman, Jeremy
    van Drongelen, Wim
    CRITICALITY IN NEURAL SYSTEMS, 2014, : 465 - 483
  • [43] Avalanches and criticality in self-organized nanoscale networks
    Mallinson, J. B.
    Shirai, S.
    Acharya, S. K.
    Bose, S. K.
    Galli, E.
    Brown, S. A.
    SCIENCE ADVANCES, 2019, 5 (11):
  • [44] Self-organized criticality in structured neural networks
    Maximilian Uhlig
    Anna Levina
    Theo Geisel
    Michael J Herrmann
    BMC Neuroscience, 14 (Suppl 1)
  • [45] Controlling self-organized criticality in complex networks
    D. O. Cajueiro
    R.F.S. Andrade
    The European Physical Journal B, 2010, 77 : 291 - 296
  • [46] Controlling self-organized criticality in complex networks
    Cajueiro, D. O.
    Andrade, R. F. S.
    EUROPEAN PHYSICAL JOURNAL B, 2010, 77 (02): : 291 - 296
  • [47] SELF-ORGANIZED CRITICALITY
    BAK, P
    CHEN, K
    SCIENTIFIC AMERICAN, 1991, 264 (01) : 46 - 53
  • [48] SELF-ORGANIZED CRITICALITY
    MALINETSKII, GG
    MITIN, NA
    ZHURNAL FIZICHESKOI KHIMII, 1995, 69 (08): : 1513 - 1518
  • [49] SELF-ORGANIZED CRITICALITY
    BAK, P
    PHYSICA A, 1990, 163 (01): : 403 - 409
  • [50] Self-organized criticality
    Creutz, M
    MULTISCALE PHENOMENA AND THEIR SIMULATION, 1997, : 49 - 58
12345