Dynamics and coherence resonance in a thermosensitive neuron driven by photocurrent | |
Xu, Ying2,3; Liu, Minghua1,2; Zhu, Zhigang2; Ma, Jun2,4 | |
刊名 | Chinese Physics B |
2020-08-01 | |
卷号 | 29期号:9 |
关键词 | Backpropagation Bifurcation (mathematics) Brain Dynamics Electromagnetic fields Neurons Photocurrents Phototubes Thermistors White noise Bifurcation analysis Biological neuron Coherence resonance Dynamical properties Electromagnetic environments External illumination Gaussian white noise Sensitive sensors |
ISSN号 | 16741056 |
DOI | 10.1088/1674-1056/ab9dee |
英文摘要 | A feasible neuron model can be effective to estimate the mode transition in neural activities in a complex electromagnetic environment. When neurons are exposed to electromagnetic field, the continuous magnetization and polarization can generate nonlinear effect on the exchange and propagation of ions in the cell, and then the firing patterns can be regulated completely. The conductivity of ion channels can be affected by the temperature and the channel current is adjusted for regulating the excitability of neurons. In this paper, a phototube and a thermistor are used to the functions of neural circuit. The phototube is used to capture external illumination for energy injection, and a continuous signal source is obtained. The thermistor is used to percept the changes of temperature, and the channel current is changed to adjust the excitability of neuron. This functional neural circuit can encode the external heat (temperature) and illumination excitation, and the dynamics of neural activities is investigated in detail. The photocurrent generated in the phototube can be used as a signal source for the neural circuit, and the thermistor is used to estimate the conduction dependence on the temperature for neurons under heat effect. Bifurcation analysis and Hamilton energy are calculated to explore the mode selection. It is found that complete dynamical properties of biological neurons can be reproduced in spiking, bursting, and chaotic firing when the phototube is activated as voltage source. The functional neural circuit mainly presents spiking states when the photocurrent is handled as a stable current source. Gaussian white noise is imposed to detect the occurrence of coherence resonance. This neural circuit can provide possible guidance for investigating dynamics of neural networks and potential application in designing sensitive sensors. © 2020 Chinese Physical Society and IOP Publishing Ltd. |
WOS研究方向 | Physics |
语种 | 英语 |
出版者 | IOP Publishing Ltd |
WOS记录号 | WOS:000566188200001 |
内容类型 | 期刊论文 |
源URL | [http://ir.lut.edu.cn/handle/2XXMBERH/115817] |
专题 | 兰州理工大学 |
作者单位 | 1.Electrical Engineering College, Northwest Minzu University, Lanzhou; 730124, China; 2.Department of Physics, Lanzhou University of Technology, Lanzhou; 730050, China; 3.Department of Physics, Central China Normal University, Wuhan; 430079, China; 4.School of Science, Chongqing University of Posts and Telecommunications, Chongqing; 430065, China |
推荐引用方式 GB/T 7714 | Xu, Ying,Liu, Minghua,Zhu, Zhigang,et al. Dynamics and coherence resonance in a thermosensitive neuron driven by photocurrent[J]. Chinese Physics B,2020,29(9). |
APA | Xu, Ying,Liu, Minghua,Zhu, Zhigang,&Ma, Jun.(2020).Dynamics and coherence resonance in a thermosensitive neuron driven by photocurrent.Chinese Physics B,29(9). |
MLA | Xu, Ying,et al."Dynamics and coherence resonance in a thermosensitive neuron driven by photocurrent".Chinese Physics B 29.9(2020). |
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