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Beyond LIF Neurons on Neuromorphic Hardware

Neuromorphic systems aim to provide accelerated low-power simulation of Spiking Neural Networks (SNNs), typically featuring simple and efficient neuron models such as the Leaky Integrate-and-Fire (LIF) model. Biologically plausible neuron models developed by neuroscientists are largely ignored in ne...

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Detalles Bibliográficos
Autores principales: Ward, Mollie, Rhodes, Oliver
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9294628/
https://www.ncbi.nlm.nih.gov/pubmed/35864984
http://dx.doi.org/10.3389/fnins.2022.881598