Spiking Neuron Mathematical Models: A Compact Overview

The features of the main models of spiking neurons are discussed in this review. We focus on the dynamical behaviors of five paradigmatic spiking neuron models and present recent literature studies on the topic, classifying the contributions based on the most-studied items. The aim of this review is...

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Detalles Bibliográficos
Autores principales: Fortuna, Luigi, Buscarino, Arturo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9952045/
https://www.ncbi.nlm.nih.gov/pubmed/36829668
http://dx.doi.org/10.3390/bioengineering10020174
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author Fortuna, Luigi
Buscarino, Arturo
author_facet Fortuna, Luigi
Buscarino, Arturo
author_sort Fortuna, Luigi
collection PubMed
description The features of the main models of spiking neurons are discussed in this review. We focus on the dynamical behaviors of five paradigmatic spiking neuron models and present recent literature studies on the topic, classifying the contributions based on the most-studied items. The aim of this review is to provide the reader with fundamental details related to spiking neurons from a dynamical systems point-of-view.
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spelling pubmed-99520452023-02-25 Spiking Neuron Mathematical Models: A Compact Overview Fortuna, Luigi Buscarino, Arturo Bioengineering (Basel) Review The features of the main models of spiking neurons are discussed in this review. We focus on the dynamical behaviors of five paradigmatic spiking neuron models and present recent literature studies on the topic, classifying the contributions based on the most-studied items. The aim of this review is to provide the reader with fundamental details related to spiking neurons from a dynamical systems point-of-view. MDPI 2023-01-29 /pmc/articles/PMC9952045/ /pubmed/36829668 http://dx.doi.org/10.3390/bioengineering10020174 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Fortuna, Luigi
Buscarino, Arturo
Spiking Neuron Mathematical Models: A Compact Overview
title Spiking Neuron Mathematical Models: A Compact Overview
title_full Spiking Neuron Mathematical Models: A Compact Overview
title_fullStr Spiking Neuron Mathematical Models: A Compact Overview
title_full_unstemmed Spiking Neuron Mathematical Models: A Compact Overview
title_short Spiking Neuron Mathematical Models: A Compact Overview
title_sort spiking neuron mathematical models: a compact overview
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9952045/
https://www.ncbi.nlm.nih.gov/pubmed/36829668
http://dx.doi.org/10.3390/bioengineering10020174
work_keys_str_mv AT fortunaluigi spikingneuronmathematicalmodelsacompactoverview
AT buscarinoarturo spikingneuronmathematicalmodelsacompactoverview

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