Spiking Neuron Mathematical Models: A Compact Overview
Luigi Fortuna, Arturo Buscarino
Abstract
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.
Topics & Concepts
Computer scienceFocus (optics)Biological neuron modelSpiking neural networkArtificial intelligencePoint (geometry)NeuronCognitive scienceNeuroscienceArtificial neural networkPhysicsMathematicsBiologyPsychologyGeometryOpticsNeural dynamics and brain functionAdvanced Memory and Neural Computingstochastic dynamics and bifurcation