scholarly journals Delay-Induced Multistability and Loop Formation in Neuronal Networks with Spike-Timing-Dependent Plasticity

2018 ◽  
Vol 8 (1) ◽  
Author(s):  
Mojtaba Madadi Asl ◽  
Alireza Valizadeh ◽  
Peter A. Tass
Keyword(s):  
Neuronal Networks ◽  
Spike Timing ◽  
Loop Formation ◽  
Spike Timing Dependent Plasticity ◽  
Dependent Plasticity

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV

2009 ◽  
Vol 101 (5-6) ◽  
pp. 427-444 ◽  
Author(s):  
Matthieu Gilson ◽  
Anthony N. Burkitt ◽  
David B. Grayden ◽  
Doreen A. Thomas ◽  
J. Leo van Hemmen
Keyword(s):  
Network Structure ◽  
Neuronal Networks ◽  
Spike Timing ◽  
Spike Timing Dependent Plasticity ◽  
Dependent Plasticity

Effect of Channel Block on Multiple Coherence Resonance Induced by Time Delay in Adaptive Neuronal Networks with Spike-Timing-Dependent Plasticity

2018 ◽  
Vol 17 (04) ◽  
pp. 1850036
Author(s):  
Huijuan Xie ◽  
Yubing Gong
Keyword(s):  
Time Delay ◽  
Neuronal Networks ◽  
Spike Timing ◽  
Neural Systems ◽  
Channel Block ◽  
Coherence Resonance ◽  
Spike Timing Dependent Plasticity ◽  
Dependent Plasticity ◽  
Scale Free ◽  
Insight Into

In this paper, we study effect of channel block (CB) on multiple coherence resonance (MCR) in adaptive scale-free Hodgkin–Huxley neuronal networks with spike-timing-dependent plasticity (STDP). It is found that potassium CB suppresses MCR, but sodium CB can enhance MCR, and there is optimal sodium CB level by which MCR becomes most pronounced. In addition, STDP has a significant influence on the effect of CB on MCR. As adjusting rate [Formula: see text] of STDP increases, for potassium CB there is proper [Formula: see text] by which MCR is most pronounced; however, for sodium CB MCR is reduced. These findings could provide a new insight into effect of CB on information processing in neural systems.

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