On the usage of linear regression models to reconstruct limb kinematics from low frequency EEG signals.

Several works have reported on the reconstruction of 2D/3D limb kinematics from low-frequency EEG signals using linear regression models based on positive correlation values between the recorded and the reconstructed trajectories. This paper describes the mathematical properties of the linear model...

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Bibliographic Details
Main Authors: Javier M Antelis, Luis Montesano, Ander Ramos-Murguialday, Niels Birbaumer, Javier Minguez
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/23613992/pdf/?tool=EBI