Synchronization in the inhibitory coupled Hodgkin-Huxley neural networks

Andrei V. Andreev; Vladimir A. Maksimenko

doi:10.1117/12.2591338

4 May 2021 Synchronization in the inhibitory coupled Hodgkin-Huxley neural networks

Andrei V. Andreev, Vladimir A. Maksimenko

Proceedings Volume 11847, Saratov Fall Meeting 2020: Computations and Data Analysis: from Molecular Processes to Brain Functions; 118470S (2021) https://doi.org/10.1117/12.2591338
Event: Saratov Fall Meeting 2020, 2020, Saratov, Russian Federation

Abstract

We consider two small-world networks of Hodgkin-Huxley neurons interacting via inhibitory coupling. We found that synchronization indices (SI) in both networks oscillate periodically in time, so that time intervals of high SI alternate with time intervals of low SI. Depending on the coupling strength, the two coupled networks can be in the regime of either in-phase or anti-phase synchronization. We suppose that the inherent mechanism behind such a behavior lies in the cognitive resource redistribution between neuronal ensembles of the brain.

Citation Download Citation

Andrei V. Andreev and Vladimir A. Maksimenko "Synchronization in the inhibitory coupled Hodgkin-Huxley neural networks", Proc. SPIE 11847, Saratov Fall Meeting 2020: Computations and Data Analysis: from Molecular Processes to Brain Functions, 118470S (4 May 2021); https://doi.org/10.1117/12.2591338

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