文献类型：期刊文献

英文题名：Robust synchronization of bursting Hodgkin-Huxley neuronal systems coupled by delayed chemical synapses

作者：Han, Fang[1]; Wang, Zhijie[1]; Du, Ying[2]; Sun, Xiaojuan[3]; Zhang, Bin[4,5]

机构：[1] College of Information Science and Technology, Donghua University, Shanghai, 201620, China; [2] Institute for Cognitive Neurodynamics, School of Science, East China University of Science and Technology, Shanghai, 200237, China; [3] School of Science, Beijing University of Posts and Telecommunications, Beijing, 100876, China; [4] ShangHai Marine Diesel Engine Research Institute, Shanghai, 200090, China; [5] School of Automotive Studies, Tongji University, Shanghai, 201804, China

年份：2015

卷号：70

起止页码：105

外文期刊名：International Journal of Non-Linear Mechanics

收录：EI(收录号：20150700508219)

语种：英文

外文关键词：Neural networks - Neurons

摘要：Synchronized firing of bursting neurons has been found in many real neural systems. In this paper, a modified bursting Hodgkin-Huxley neuronal model is proposed and used to construct neuronal systems with heterogeneous neurons coupled by delayed chemical synapses, then synchronization of the systems is studied in various conditions. First, synchronization for a two-neuron system is explored. It is found that if the synapse is excitatory, the two neurons could achieve burst synchronization easily. If the synapse is inhibitory, they can achieve anti-phase burst synchronization, which is robust to variation of systematic parameters. Second, robust synchronization for a globally coupled neuronal network is investigated. It is found that the robustness of the synchronization is sensitive to the parameter values of synaptic conductance and synaptic delay, but is less sensitive to the parameter values of synaptic decay time. It is also found that the oscillation frequency of the whole network is sensitive to the parameter values of synaptic delay and synaptic decay time, but is less sensitive to the parameter value of synaptic conductance. ? 2014 Elsevier Ltd All rights reserved.