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An efficient automated parameter tuning framework for spiking neural networks

As the desire for biologically realistic spiking neural networks (SNNs) increases, tuning the enormous number of open parameters in these models becomes a difficult challenge. SNNs have been used to successfully model complex neural circuits that explore various neural phenomena such as neural plast...

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Detalles Bibliográficos
Autores principales: Carlson, Kristofor D., Nageswaran, Jayram Moorkanikara, Dutt, Nikil, Krichmar, Jeffrey L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3912986/
https://www.ncbi.nlm.nih.gov/pubmed/24550771
http://dx.doi.org/10.3389/fnins.2014.00010