Abstract:
The 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.
