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Wave propagation and spiral wave formation in a Hindmarsh–Rose neuron model with fractional-order threshold memristor synaps

Karthikeyan Rajagopal, Anitha Karthikeyan, Sajad Jafari, Fatemeh Parastesh, Christos Volos, Iqtadar Hussain

2020International Journal of Modern Physics B34 citationsDOI

Abstract

In this paper, a modified Hindmarsh–Rose neuron model is presented, which has a fractional-order threshold magnetic flux. The dynamics of the model is investigated by bifurcation diagrams and Lyapunov exponents in two cases of presence and absence of the external electromagnetic induction. Then the emergence of the spiral waves in the network of the proposed model is studied. To find the effects of different factors on the formation and destruction of spiral waves, the external current, the coupling strength and the external stimuli amplitude are varied. It is observed that all of these parameters have significant impacts on the spiral waves. Furthermore, the external electromagnetic induction influences the existence of spiral waves in specific external current values.

Topics & Concepts

PhysicsBiological neuron modelSpiral (railway)BifurcationSpiral waveAmplitudeLyapunov exponentCoupling (piping)MechanicsClassical mechanicsMathematical analysisNonlinear systemMathematicsOpticsQuantum mechanicsComputer scienceArtificial neural networkMaterials scienceMetallurgyMachine learningstochastic dynamics and bifurcationNonlinear Dynamics and Pattern FormationChaos control and synchronization
Wave propagation and spiral wave formation in a Hindmarsh–Rose neuron model with fractional-order threshold memristor synaps | Litcius