Synchronization in interacting networks of Hodgkin-Huxley neurons

Andrey V. Andreev; Vladimir A. Maksimenko

doi:10.1117/12.2626379

29 April 2022 Synchronization in interacting networks of Hodgkin-Huxley neurons

Andrey V. Andreev, Vladimir A. Maksimenko

Proceedings Volume 12194, Computational Biophysics and Nanobiophotonics; 121940K (2022) https://doi.org/10.1117/12.2626379
Event: XXV Annual Conference Saratov Fall Meeting 2021; and IX Symposium on Optics and Biophotonics, 2021, Saratov, Russian Federation

Abstract

We consider a network of networks consisting of small input neural network and four small-world subnetworks Hodgkin-Huxley neurons. Input network receives an external signal and transfers it to subnetworks via excitatory couplings while the subnets interact with each other via inhibitory couplings. We show that the subnets are divided into 2 clusters under the influence of an inhibitory couplings between them. The synchronization indexes of subnetworks periodically change in time. We found that SIs can oscillate either in-phase or anti-phase depending on the couplings between subnetworks.

Citation Download Citation

Andrey V. Andreev and Vladimir A. Maksimenko "Synchronization in interacting networks of Hodgkin-Huxley neurons", Proc. SPIE 12194, Computational Biophysics and Nanobiophotonics, 121940K (29 April 2022); https://doi.org/10.1117/12.2626379

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