Penalized Multi-Way Partial Least Squares for Smooth Trajectory Decoding from Electrocorticographic (ECoG) Recording

In the current paper the decoding algorithms for motor-related BCI systems for continuous upper limb trajectory prediction are considered. Two methods for the smooth prediction, namely Sobolev and Polynomial Penalized Multi-Way Partial Least Squares (PLS) regressions, are proposed. The methods are c...

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Detalles Bibliográficos
Autores principales: Eliseyev, Andrey, Aksenova, Tetiana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4873044/
https://www.ncbi.nlm.nih.gov/pubmed/27196417
http://dx.doi.org/10.1371/journal.pone.0154878

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4873044/
https://www.ncbi.nlm.nih.gov/pubmed/27196417
http://dx.doi.org/10.1371/journal.pone.0154878

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