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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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Detalhes bibliográficos
Main Authors: Lee, Youngbum, Lee, Hyunjoo, Kim, Jinkwon, Shin, Hyung-Cheul, Lee, Myoungho
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2777904/
https://ncbi.nlm.nih.gov/pubmed/19860924
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1475-925X-8-29
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