期刊论文

Jia, Y

英文

PHYSICA D-NONLINEAR PHENOMENA

0167-2789

2024

460

134091

10.1016/j.physd.2024.134091

CRediT authorship contribution statement Xueyan Hu: Conceptualization, Investigation, Methodology, Writing – original draft. Yong Wu: Formal analysis, Methodology, Software, Validation. Qianming Ding: Software, Visualization. Ying Xie: Formal analysis, Investigation. Zhiqiu Ye: Methodology, Writing – review & editing. Ya Jia: acquisition, Supervision, Writing – review & editing.

本校为第一且通讯机构

Spike-timing-dependent plasticity (STDP) is one of the important rules for the change of synaptic weights between neurons in biological nervous systems. In this paper, we study the effect of STDP on the synchronization phenomenon induced by time delay in the neuronal network which is the scale-free network with small-world property, and nodes of the network are constructed by Izhikevich neuron and connected by chemical synapses. For appropriate time delay values, there exists an optimal range of STDP maximum weight value in which the synchronization of the network is better, and in addition th...