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Mathematical simulation of coherent resonance phenomenon in a network of Hodgkin-Huxley biological neurons
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Paper Abstract

In this paper we numerically simulate a two-layer network of coupled Hodgkin-Huxley neurons for modulating a processing visual perception by the human brain. We investigate the influence of the external stimulus amplitude on the dynamics of second layer neurons. We discover coherent resonance phenomenon in the system: there is an area of external stimulus amplitude when both SNR and characteristic correlation time are maximal. We also analyze the influence of internal noise amplitude on the system dynamics.

Paper Details

Date Published: 3 June 2019
PDF: 6 pages
Proc. SPIE 11067, Saratov Fall Meeting 2018: Computations and Data Analysis: from Nanoscale Tools to Brain Functions, 1106708 (3 June 2019); doi: 10.1117/12.2527709
Show Author Affiliations
Andrey V. Andreev, Innopolis Univ. (Russian Federation)
Alexander N. Pisarchik, Technical Univ. of Madrid (Spain)
Innopolis Univ. (Russian Federation)


Published in SPIE Proceedings Vol. 11067:
Saratov Fall Meeting 2018: Computations and Data Analysis: from Nanoscale Tools to Brain Functions
Dmitry Engelevich Postnov, Editor(s)

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