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Complex dynamics of a neuron model with discontinuous magnetic induction and exposed to external radiation

  • Fatemeh Parastesh
  • , Karthikeyan Rajagopal
  • , Anitha Karthikeyan
  • , Ahmed Alsaedi
  • , Tasawar Hayat
  • , Viet Thanh Pham
  • Amirkabir University of Technology
  • Defence University, College of Engineering
  • King Abdulaziz University
  • Quaid-I-Azam University
  • Ton Duc Thang University

Research output: Contribution to journal › Article › peer-review

61 Scopus citations

Abstract

The last two decades have seen many literatures on the mathematical and computational analysis of neuronal activities resulting in many mathematical models to describe neuron. Many of those models have described the membrane potential of a neuron in terms of the leakage current and the synaptic inputs. Only recently researchers have proposed a new neuron model based on the electromagnetic induction theorem, which considers inner magnetic fluctuation and external electromagnetic radiation as a significant missing part that can participate in neural activity. While the flux coupling of the membrane is considered equivalent to a memductance function of a memristor, standard memductance model of α+ 3 βϕ2 has been used in the literatures, but in this paper we propose a new memductance function based on discontinuous flux coupling. Various dynamical properties of the neuron model with discontinuous flux coupling are studied and interestingly the proposed model shows hyperchaotic behavior which was not identified in the literatures. Furthermore, we consider a ring network of the proposed model and investigate whether the chimera state can emerge. The chimera state relates to the state with simultaneously coherence and incoherence in oscillatory networks and has received much attention in recent years.

Original languageEnglish
Pages (from-to)607-614
Number of pages8
JournalCognitive Neurodynamics
Volume12
Issue number6
DOIs
StatePublished - 1 Dec 2018
Externally publishedYes

Keywords

  • Bifurcation
  • Chimera state
  • Discontinuous flux
  • HR model
  • Hyperchaos

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