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Parameter Estimation of Two Spiking Neuron Models With Meta-Heuristic Optimization Algorithms

The automatic fitting of spiking neuron models to experimental data is a challenging problem. The integrate and fire model and Hodgkin–Huxley (HH) models represent the two complexity extremes of spiking neural models. Between these two extremes lies two and three differential-equation-based models....

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Detalles Bibliográficos
Autores principales: AbdelAty, Amr M., Fouda, Mohammed E., Eltawil, Ahmed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8888432/
https://www.ncbi.nlm.nih.gov/pubmed/35250525
http://dx.doi.org/10.3389/fninf.2022.771730