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Electrical circuit approaches to modeling brain chaos: insights into neural dynamics.

Authors :
Selmi, Kaouther
Bachta, Kods
Bouallegue, Kais
Source :
Indonesian Journal of Electrical Engineering & Computer Science; Dec2024, Vol. 36 Issue 3, p1503-1511, 9p
Publication Year :
2024

Abstract

This paper investigates the simulation of brain chaos dynamics using a combination of the Chua circuit and diode tunnel mechanisms, aiming to examine chaotic behavior in brain networks. Leveraging the inherent chaotic properties of the Chua circuit, Fitzhugh-Nagumo (FHN) function and the nonlinear characteristics of diode tunneling, our model offers a platform to mimic the intricate synaptic interactions observed in the brain. By subjecting the model to various stimuli and perturbations, we analyze the emergence and evolution of chaotic patterns, shedding light on the underlying mechanisms of cerebral chaos. Through numerical simulations and experimental validation, we demonstrate the effectiveness of our approach in replicating key features of brain chaos and highlight its potential implications for understanding neurological disorders and cognitive processes. This research contributes to the broader effort of leveraging computational models to explore the complex dynamics of the brain and their implications for neuroscience and microengineering. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
25024752
Volume :
36
Issue :
3
Database :
Complementary Index
Journal :
Indonesian Journal of Electrical Engineering & Computer Science
Publication Type :
Academic Journal
Accession number :
180879159
Full Text :
https://doi.org/10.11591/ijeecs.v36.i3.pp1503-1511