4.7 Article

Effect of higher-order interactions on synchronization of neuron models with electromagnetic induction

期刊

APPLIED MATHEMATICS AND COMPUTATION
卷 434, 期 -, 页码 -

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.amc.2022.127447

关键词

Higher-order interactions; Morris-Lecar neuron model; Hindmarsh-Rose neuron model; Master stability function; Synchronization

资金

  1. Center for Nonlinear Systems, Chennai Institute of Technology, India
  2. [CIT/CNS/2022/RP/016]

向作者/读者索取更多资源

Recent studies have investigated the impact of higher-order interactions on the synchronization stability of networks of neuron models and analyzed the effect of electromagnetic induction. The findings reveal that higher-order interactions enable neurons to synchronize with minimal first-order coupling strengths, and the electromagnetic flux coupling also significantly affects the synchronization of neurons.
Recent studies have shown that higher-order interactions have a vital role in exploring the collective dynamics of the networks. In particular, the collective behavior of a network of neuron models with many-body interactions has received much attention among re-searchers in recent times. In this paper, we study the effect of higher-order interactions in the synchronization stability of the network of neuron models, namely Hindmarsh-Rose and Morris-Lecar models, with electromagnetic induction. We consider both two-body and three-body interactions to be diffusive and analyze their effect on the synchronization of the network of neurons. Our analysis shows that higher-order interactions can make the neurons synchrony with the minimal value of first-order coupling strengths in both neu-ron models. Besides, electromagnetic flux coupling strength also has a significant effect on the synchronization of neurons. In the Hindmarsh-Rose neuron model, the flux coupling demands higher coupling strength in both the first and second-order interactions for the synchronization of neurons. However, the Morris-Lecar neuron model shows a notable dis-tinct effect, where the flux coupling enhances the synchronization of neurons with lesser first and second-order coupling strengths.(c) 2022 Elsevier Inc. All rights reserved.

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