Hierarchical modularity of the functional neural network organized by spike timing dependent synaptic plasticity

被引:0
|
作者
Shin, Chang-Woo [1 ,2 ]
Kim, Seunghwan [1 ,2 ]
机构
[1] Natl Core Res Ctr Syst Biodynam, Asia Pacific Ctr Theoret Phys, Pohang 790784, South Korea
[2] Pohang Univ Sci & Technol, Dept Phys, Nonlinear Complex Syst Lab, Pohang 790784, South Korea
来源
INTERNATIONAL JOURNAL OF MODERN PHYSICS B | 2007年 / 21卷 / 23-24期
关键词
complex networks; hierarchical modularity; functional neural networks; STDP;
D O I
暂无
中图分类号
O59 [应用物理学];
学科分类号
摘要
We study the emergent functional neural network organized by synaptic reorganization by the spike timing dependent synaptic plasticity (STDP). We show that small-world and scale-free functional structures organized by STDP, in the case of synaptic balance, exhibit hierarchial modularity.
引用
收藏
页码:4123 / 4128
页数:6
相关论文
共 50 条
  • [21] Spike-timing dependent synaptic plasticity: a phenomenological framework
    Werner M. Kistler
    Biological Cybernetics, 2002, 87 : 416 - 427
  • [22] Spike-timing-dependent synaptic plasticity to learn spatiotemporal patterns in recurrent neural networks
    Yoshioka, Masahiko
    Scarpetta, Silvia
    Marinaro, Maria
    ARTIFICIAL NEURAL NETWORKS - ICANN 2007, PT 1, PROCEEDINGS, 2007, 4668 : 757 - +
  • [23] Spatiotemporal learning in analog neural networks using spike-timing-dependent synaptic plasticity
    Yoshioka, Masahiko
    Scarpetta, Silvia
    Marinaro, Maria
    PHYSICAL REVIEW E, 2007, 75 (05):
  • [24] Spike timing-dependent plasticity of neural circuits
    Dan, Y
    Poo, MM
    NEURON, 2004, 44 (01) : 23 - 30
  • [25] Stochastic spike synchronization in a small-world neural network with spike-timing-dependent plasticity
    Kim, Sang-Yoon
    Lim, Woochang
    NEURAL NETWORKS, 2018, 97 : 92 - 106
  • [26] A Spike Neural Network Model for Lateral Suppression of Spike-Timing-Dependent Plasticity with Adaptive Threshold
    Zhong, Xueyan
    Pan, Hongbing
    APPLIED SCIENCES-BASEL, 2022, 12 (12):
  • [27] Self-organized noise resistance of oscillatory neural networks with spike timing-dependent plasticity
    Oleksandr V. Popovych
    Serhiy Yanchuk
    Peter A. Tass
    Scientific Reports, 3
  • [28] Self-organized noise resistance of oscillatory neural networks with spike timing-dependent plasticity
    Popovych, Oleksandr V.
    Yanchuk, Serhiy
    Tass, Peter A.
    SCIENTIFIC REPORTS, 2013, 3
  • [29] Spike-timing-dependent synaptic plasticity: from single spikes to spike trains
    Panchev, C
    Wermter, S
    NEUROCOMPUTING, 2004, 58 : 365 - 371
  • [30] Spike-timing-dependent synaptic plasticity: from single spikes to spike trains
    Panchev, C
    Wermter, S
    COMPUTATIONAL NEUROSCIENCE: TRENDS IN RESEARCH 2004, 2004, : 365 - 371