The effects of time delay on the stochastic resonance in feed-forward-loop neuronal network motifs

被引:30
|
作者
Liu, Chen [1 ]
Wang, Jiang [1 ]
Yu, Haitao [1 ]
Deng, Bin [1 ]
Tsang, K. M. [2 ]
Chan, W. L. [2 ]
Wong, Y. K. [2 ]
机构
[1] Tianjin Univ, Dept Elect Engn & Automat, Tianjin 300072, Peoples R China
[2] Hong Kong Polytech Univ, Dept Elect Engn, Kowloon, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Feed-forward-loop motifs; Stochastic resonance; Periodic subthreshold signal; Time delay; COHERENCE RESONANCE; TRANSITIONS; NOISE; SYNCHRONIZATION; MODEL;
D O I
10.1016/j.cnsns.2013.08.021
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The dependence of stochastic resonance in the feed-forward-loop neuronal network motifs on the noise and time delay are studied in this paper. By computational modeling, Izhikevich neuron model with the chemical coupling is used to build the triple-neuron feed-forward-loop motifs with all possible motif types. Numerical results show that the correlation between the periodic subthreshold signal's frequency and the dynamical response of the network motifs is resonantly dependent on the intensity of additive spatiotemporal noise. Interestingly, the excitatory intermediate neuron could induce intermittent stochastic resonance, whereas the inhibitory one weakens its influence on the intermittent mode. More importantly, it is found that the increasing delays can induce the intermittent appearance of regions of stochastic resonance. Based on the effects of the time delay on the stochastic resonance, the reasons and conditions of such intermittent resonance phenomenon are analyzed. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:1088 / 1096
页数:9
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