Dissipation in the network of coupled neuron models
E. M. Elizarov1, A. V. Bukh1, I. A. Shepelev1, S. S. Muni2, E. Schöll3, and G. I. Strelkova1
1Institute of Physics, Saratov State University, 83 Astrakhanskaya Street, Saratov 410012, Russia.
2Department of Physical Sciences, Indian Institute of Science Education and Research Kolkata, Campus Road, Mohanpur, West Bengal 741246, India.
3Institut für Theoretische Physik, Technische Universität Berlin, Berlin, Germany; Bernstein Center for Computational Neuroscience Berlin, Berlin, Germany; Potsdam Institute for Climate Impact Research, Potsdam, Germany.
Abstract
We study numerically effects of time delay in networks of delay-coupled excitable FitzHugh–Nagumo systems with dissipation. Generation of periodic self-sustained oscillations and its threshold are analyzed depending on the dissipation of a single neuron, the delay time, and random initial conditions. The peculiarities of spatiotemporal dynamics of time-delayed bidirectional ring-structured FitzHugh–Nagumo neuronal systems are investigated in cases of local and nonlocal coupling topology between the nodes, and a first-order nonequilibrium phase transition to synchrony is established. It is shown that the emergence of an oscillatory activity in delay-coupled FitzHugh–Nagumo neurons is observed for smaller values of the coupling strength as the dissipation parameter decreases. This can provide the possibility of controlling the spatiotemporal behavior of the considered neuronal networks. The observed effects are quantified by plotting distributions of the maximal Lyapunov exponent and the global order parameter in terms of delay and coupling strength.
This work was suppurted by the Russian Science Foundation (project No. 20-12-00119,
https://rscf.ru/project/20-12-00119/ ).
Speaker
Evgeny Elizarov
Institute of Physics, Saratov State University, 83 Astrakhanskaya Street, Saratov 410012
Russia
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