Bursting synchronization in non-locally coupled maps |
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Authors: | J.C.A. de Pontes R.L. Viana S.R. Lopes C.A.S. Batista A.M. Batista |
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Affiliation: | aDepartamento de Física, Universidade Federal do Paraná, 81531-990, Curitiba, Paraná, Brazil;bDepartamento de Matemática e Estatística, Universidade Estadual de Ponta Grossa, 84032-900, Ponta Grossa, Paraná, Brazil |
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Abstract: | Neuron activity presents two timescales, a fast one related to action-potential spiking, and a slow timescale in which bursting takes place. Bursting activity in neuron ensembles can be synchronized, meaning the adjustment of the bursting phases due to coupling. We investigated bursting synchronization in a non-locally coupled lattice using a two-dimensional map to describe neuron activity. The coupling involves all sites in a lattice, the corresponding strength decreasing with the lattice distance in a power-law fashion. We observed bursting synchronization for wide intervals of the coupling parameters. We also investigated the bursting synchronization of the ensemble with an external time-periodic signal applied to one or more selected neurons. |
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Keywords: | Synchronization Bursting neurons Neural ensembles Non-local coupling |
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