Nonlinear Relationships in the Patterns of Neuronal Spiking in Cortical Neurons

被引:0
|
作者
R.A. Chizhenkova
V.Yu. Chernukhin
机构
[1] Russian Academy of Science,Institute of Cell Biophysics
[2] Pushchino,undefined
来源
Journal of Biological Physics | 2000年 / 26卷
关键词
Cortex; interspike intervals; neuron; neuronalspiking; spike bursts; spontaneous activity;
D O I
暂无
中图分类号
学科分类号
摘要
The pattern of neuronal spiking of cortical neurons was investigated in an awake nonimmobilized rabbit. Thecharacteristics of the interspike intervals (total numberof intervals, mean interval, mean-square deviation) and of the burst (group) activity (burst number, mean spikefrequency in a burst, mean spike number for a burst, meanburst duration) were considered. Nonlinear relationshipbetween the values of mean interspike intervals and thenumber of spike bursts was found. A number of functionswere applied to describe the observed phenomena. On thebasis of regression analysis two populations of corticalneurons with distinct neuronal spiking patterns wereidentified. Bursts occur at a higher rate in one populationthan the other, although both populations exhibit burstsand are otherwise indistinguishable.
引用
收藏
页码:67 / 75
页数:8
相关论文
共 50 条
  • [1] Nonlinear relationships in the patterns of neuronal spiking in cortical neurons
    Chizhenkova, RA
    Chernukhin, VY
    JOURNAL OF BIOLOGICAL PHYSICS, 2000, 26 (01) : 67 - 75
  • [2] Differences in spiking patterns among cortical neurons
    Shinomoto, S
    Shima, K
    Tanji, J
    NEURAL COMPUTATION, 2003, 15 (12) : 2823 - 2842
  • [3] Spiking mechanisms of cortical neurons
    Shinomoto, S
    Sakai, Y
    PHILOSOPHICAL MAGAZINE B-PHYSICS OF CONDENSED MATTER STATISTICAL MECHANICS ELECTRONIC OPTICAL AND MAGNETIC PROPERTIES, 1998, 77 (05): : 1549 - 1555
  • [4] MODELING CORTICAL STATES BY SPIKING NEURONS
    Sengor, N. Serap
    Kuyumcu, Yusuf
    Ciftci, Koray
    2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2014, : 1243 - 1246
  • [5] Which model to use for cortical spiking neurons?
    Izhikevich, EM
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2004, 15 (05): : 1063 - 1070
  • [6] On the Continuous Differentiability of Inter-Spike Intervals of Synaptically Connected Cortical Spiking Neurons in a Neuronal Network
    Kumar, Gautam
    Kothare, Mayuresh V.
    NEURAL COMPUTATION, 2013, 25 (12) : 3183 - 3206
  • [7] Mapping cortical mesoscopic networks of single spiking cortical or sub-cortical neurons
    Xiao, Dongsheng
    Vanni, Matthieu P.
    Mitelut, Catalin C.
    Chan, Allen W.
    LeDue, Jeffrey M.
    Xie, Yicheng
    Chen, Andrew C. N.
    Swindale, Nicholas V.
    Murphy, Timothy H.
    ELIFE, 2017, 6
  • [8] Spiking Neural Networks for Cortical Neuronal Spike Train Decoding
    Fang, Huijuan
    Wang, Yongji
    He, Jiping
    NEURAL COMPUTATION, 2010, 22 (04) : 1060 - 1085
  • [9] New classification scheme of cortical sites with the neuronal spiking characteristics
    Shinomoto, S
    Shima, K
    Tanji, J
    NEURAL NETWORKS, 2002, 15 (10) : 1165 - 1169
  • [10] Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons
    Abhronil Sengupta
    Priyadarshini Panda
    Parami Wijesinghe
    Yusung Kim
    Kaushik Roy
    Scientific Reports, 6