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ISSN: 2475-4811 (print)
ISSN: 2475-482X (online)
Journal of Vibration Testing and System Dynamics

C. Steve Suh (editor), Pawel Olejnik (editor),

Xianguo Tuo (editor)

Pawel Olejnik (editor)

Lodz University of Technology, Poland

Email: pawel.olejnik@p.lodz.pl

C. Steve Suh (editor)

Texas A&M University, USA

Email: ssuh@tamu.edu

Xiangguo Tuo (editor)

Sichuan University of Science and Engineering, China

Email: tuoxianguo@suse.edu.cn

Numerical and Electrical Simulation of a Hindmarsh-Rose Neuron Model

Journal of Vibration Testing and System Dynamics 6(3) (2022) 329--341 | DOI:10.5890/JVTSD.2022.09.005

Yan Liu, He Zhang, Yiming He

School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, 710072, P.R. China

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Abstract

In order to simulate and study the firing activities of a biological neural model, different technologies have been developed in the field of neural morphology. In this paper, a Hindmarsh-Rose(HR) neuron model is analyzed numerically by a middle point integration method to unfold the complex bifurcation structures. The corresponding analog circuit is designed to reproduce the firing phenomenons according to the HR neuron model. The implementation of the circuit indicates that the circuit model reproduces several neuronal behaviors similar to the numerical model. These results can be used both to design a circuit implementation of the HR neuron model mimicking the diversity of neural response and as guidelines to achieve higher speed and lower hardware cost in large-scale implementation of the biological neural networks.

Acknowledgments

This research is supported by National Natural Science Foundation of China (No. 51775437) and State Key Laboratory of Compressor Technology of China (No. SKL-YSJ201902).

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