Neurons and astrocytes interaction in neuronal network: A game-theoretic approach.


Journal

Journal of theoretical biology
ISSN: 1095-8541
Titre abrégé: J Theor Biol
Pays: England
ID NLM: 0376342

Informations de publication

Date de publication:
07 06 2019
Historique:
received: 12 08 2018
revised: 12 02 2019
accepted: 28 02 2019
pubmed: 13 3 2019
medline: 10 7 2020
entrez: 13 3 2019
Statut: ppublish

Résumé

A neuron is the fundamental unit of the nervous system and the brain, crucial for transducing information in form of trains of electrical pulses known as action potentials. The connection between neurons is through synapses, enabling communication between neurons. This communication link is one of the key elements in processing of information from a neuron to another neuron. The strength of the synapses may vary over time, a phenomenon known as synaptic plasticity. This is the process by which it is believed memory and learning is governed. Recent studies revealed environmental factors affect the strength of synapses, and the way neurons communicate to each other. This poses the question as to what extent the pre- and post- synaptic neurons sense the environmental changes, and in turn adjust their synaptic link. Here, we model the behavior of an interconnected neuronal network in various environmental conditions as a multi-agent system in a game theoretic framework. We focus on a CA1 lattice subfield as an example plastic neuronal network. Our analysis revealed the neuronal network converges to different equilibria depending on the environmental changes. The model well-predicts the behavior of the network compared to a well-known theoretical model of individual neurons.

Identifiants

pubmed: 30858064
pii: S0022-5193(19)30093-1
doi: 10.1016/j.jtbi.2019.02.024
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

76-89

Informations de copyright

Copyright © 2019 Elsevier Ltd. All rights reserved.

Auteurs

Masoumeh Zareh (M)

Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan 84156-83111, Iran. Electronic address: masoume.zare@ec.iut.ac.ir.

Mohammad Hossein Manshaei (MH)

Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan 84156-83111, Iran. Electronic address: manshaei@cc.iut.ac.ir.

Mehdi Adibi (M)

School of Psychology, University of New South Wales, Sydney, NSW, Australia. Electronic address: m.adibi@unsw.edu.au.

Mohammad Ali Montazeri (MA)

Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan 84156-83111, Iran. Electronic address: montazeri@cc.iut.ac.ir.

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