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Classification of BMI control commands from rat's neural signals using extreme learning machine

A recently developed machine learning algorithm referred to as Extreme Learning Machine (ELM) was used to classify machine control commands out of time series of spike trains of ensembles of CA1 hippocampus neurons (n = 34) of a rat, which was performing a target-to-goal task on a two-dimensional sp...

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Detalles Bibliográficos
Autores principales: Lee, Youngbum, Lee, Hyunjoo, Kim, Jinkwon, Shin, Hyung-Cheul, Lee, Myoungho
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2777904/
https://www.ncbi.nlm.nih.gov/pubmed/19860924
http://dx.doi.org/10.1186/1475-925X-8-29