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Synchronization patterns in a blinking multilayer neuronal network

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Abstract

Synchronization is one of the most prominent collective behaviors in neuroscience which can be associated with information processing and many pathological patterns of the brain. Since multilayer networks have crucial roles in better understanding the real complex systems, in this paper, we study a two-layer neuronal network of Hindmarsh–Rose neurons. Moreover, the network is considered to have blinking structure which can refer to the duration of spikes arrivals and also the synaptic plasticity. The blinking network is composed of the non-locally coupled neurons and time-variant on–off couplings between any other pair of neurons. Particularly, we investigate the synchronization patterns emerging in the network by varying coupling strength and wiring probability, in different values of external current. Variation of the coupling parameters can cause the emergence of various dynamical states such as chimera state, imperfect synchronization and change of synchronous spikes to synchronous bursts or vice versa. It can also lead to synchronization transition between FHC and FH bursting types.

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Authors and Affiliations

  1. Department of Biomedical Engineering, Amirkabir University of Technology (Tehran Polytechnic), 424 Hafez Ave., Tehran, 15875-4413, Iran

    Fatemeh Parastesh, Hamed Azarnoush & Sajad Jafari

  2. School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, 411201, P.R. China

    Chao-Yang Chen

  3. Neuroscience Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran

    Boshra Hatef

Authors
  1. Fatemeh Parastesh
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  2. Chao-Yang Chen
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  3. Hamed Azarnoush
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  4. Sajad Jafari
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  5. Boshra Hatef
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Corresponding author

Correspondence to Sajad Jafari.

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Parastesh, F., Chen, CY., Azarnoush, H. et al. Synchronization patterns in a blinking multilayer neuronal network. Eur. Phys. J. Spec. Top. 228, 2465–2474 (2019). https://doi.org/10.1140/epjst/e2019-800203-3

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  • DOI: https://doi.org/10.1140/epjst/e2019-800203-3

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