Exploiting Task Constraints for Self-Calibrated Brain-Machine Interface Control Using Error-Related Potentials.

This paper presents a new approach for self-calibration BCI for reaching tasks using error-related potentials. The proposed method exploits task constraints to simultaneously calibrate the decoder and control the device, by using a robust likelihood function and an ad-hoc planner to cope with the la...

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Bibliographic Details
Main Authors: Iñaki Iturrate, Jonathan Grizou, Jason Omedes, Pierre-Yves Oudeyer, Manuel Lopes, Luis Montesano
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4488878?pdf=render