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单向耦合神经元网络中螺旋波的自发形成机制
引用本文:黄志精,白婧,唐国宁.单向耦合神经元网络中螺旋波的自发形成机制[J].计算物理,2020,37(5):612-622.
作者姓名:黄志精  白婧  唐国宁
作者单位:广西师范大学物理科学与技术学院, 广西 桂林 541004
摘    要:构造一个具有单向耦合的二维神经元网络,引入信息传输熵来描述定向信息传输,采用Hindmarsh-Rose神经元模型研究网络中螺旋波等有序波自发产生的机制.数值模拟表明:适当选取耦合的强度和单向耦合的距离,网络可自发出现螺旋波、行波、靶波和平面波.各种有序波的产生与网络中出现信息间歇定向传输有关,网络出现单或多螺旋波时发生熵共振现象.噪声、抑制性耦合和排斥性耦合诱发螺旋波时网络中也存在信息间歇定向传输.首次发现自维持长平面波,其存在是由于网络存在持续的强信息定向传输.

关 键 词:Hindmarsh-Rose神经元  单向耦合  螺旋波  信息传输熵  
收稿时间:2019-09-09
修稿时间:2019-12-24

Mechanism of Spontaneous Formation of Spiral Wave in Neuronal Network with Unidirectional Coupling
HUANG Zhijing,BAI Jing,TANG Guoning.Mechanism of Spontaneous Formation of Spiral Wave in Neuronal Network with Unidirectional Coupling[J].Chinese Journal of Computational Physics,2020,37(5):612-622.
Authors:HUANG Zhijing  BAI Jing  TANG Guoning
Institution:College of Physical Science and Technology, Guangxi Normal University, Guilin, Guangxi 541004, China
Abstract:A two-dimensional neuronal network with unidirectional coupling is constructed, and information transmission entropy is introduced to describe the directed information transmission. Hindmarsh-Rose neuron model is used to study mechanism of spontaneous generation of ordered waves such as spiral waves in the network. Numerical simulation shows that the network can appear spontaneously spiral wave, traveling wave, target wave and plane wave with appropriately selected strength of coupling and distance of unidirectional coupling. It is found that generation of various ordered waves is related to intermittently directed information transmission in the network. Entropy resonance occurs as single or multiple spiral waves appear in the network. Intermittently directed information transmission is also observed in the network with noise, inhibitory coupling and repulsive coupling when spiral wave and multiple spiral waves are spontaneously appeared. Self-sustaining long plane waves are observed for the first time. It is due to persistent strong directed information transmission in the network.
Keywords:Hindmarsh-Rose neuron  unidirectional coupling  spiral wave  information transmission entropy  
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