科技创新与应用2024，Vol.14Issue(23)：5-8,13,5.DOI:10.19981/j.CN23-1581/G3.2024.23.002
考虑化学突触的神经元网络抗扰特性研究
宋英健1
作者信息
- 1. 兰州交通大学 光电技术与智能控制教育部重点实验室,兰州 730070
- 折叠
摘要
Abstract
The chemical synaptic model is proposed for simulation modeling,and the disturbance rejection property of neural network based on Hodgkin-Huxley neuron model are studied.The HH neuron model and chemical synapse were used to build a biological neuron network by numerical simulation.By changing the chemical synaptic parameters,the specificity of neuron disturbance rejection under the stimulation of sine wave signal superimposed with certain Gaussian white noise was studied,and the signal transmission mode of neuron network under different stimulation signals was analyzed.In this paper,it is found through experiments that the disturbance rejection property of the neural network are related to the chemical synaptic model,and changing the chemical synaptic parameters has different effects on the disturbance rejection property waveform of the neural network.关键词
Hodgkin-Huxley模型/神经元网络/数值模拟/化学突触/抗扰特性Key words
Hodgkin-Huxley model/neuronal network/numerical simulation/chemical synapse/disturbance rejection property分类
生物科学引用本文复制引用
宋英健..考虑化学突触的神经元网络抗扰特性研究[J].科技创新与应用,2024,14(23):5-8,13,5.
