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Kernel bandwidth optimization in spike rate estimation

Kernel smoother and a time-histogram are classical tools for estimating an instantaneous rate of spike occurrences. We recently established a method for selecting the bin width of the time-histogram, based on the principle of minimizing the mean integrated square error (MISE) between the estimated r...

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Detalles Bibliográficos
Autores principales: Shimazaki, Hideaki, Shinomoto, Shigeru
Formato: Texto
Lenguaje:English
Publicado: Springer US 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2940025/
https://www.ncbi.nlm.nih.gov/pubmed/19655238
http://dx.doi.org/10.1007/s10827-009-0180-4