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Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications

This article presents a comprehensive analysis of spiking neural networks (SNNs) and their mathematical models for simulating the behavior of neurons through the generation of spikes. The study explores various models, including LIF and NLIF, for constructing SNNs and investigates their potential ap...

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Detalles Bibliográficos
Autores principales: Sanaullah, Koravuna, Shamini, Rückert, Ulrich, Jungeblut, Thorsten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10483570/
https://www.ncbi.nlm.nih.gov/pubmed/37692462
http://dx.doi.org/10.3389/fncom.2023.1215824