Published in

SpringerOpen, European Physical Journal - Special Topics, 22-23(231), p. 4057-4064, 2022

DOI: 10.1140/epjs/s11734-022-00691-7

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Synchronization in a network of map-based neurons with memristive synapse

Journal article published in 2022 by Zhen Wang ORCID, Huaigu Tian, Ondrej Krejcar, Hamidreza Namazi ORCID
This paper is made freely available by the publisher.
This paper is made freely available by the publisher.

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Abstract

AbstractThe synchronization of coupled neurons has been an important field of study in neuroscience. In this paper, the synchronization in coupled map-based neurons is studied. It is assumed that the neurons are coupled via a memristor. Firstly, the case of two-coupled neurons is investigated, and then two neurons are used as the units of a ring network. It is shown that the memristive coupling coefficient and the initial condition of the flux variable affect the synchronization of two neurons. By increasing the memristive coupling coefficient, multiple synchronous and asynchronous regions are observed. In the ring network, two neurons in each unit can become synchronous, but the whole network does not reach complete synchronization.