Transfer Learning Based on Optimal Transport for Motor Imagery Brain-Computer Interfaces

Abstract

The backward formulation is an efficient retraining-free approach built to avoid lengthy calibration times. Thus, the BCI can be actively used after just a few minutes of setup. This is important for practical applications such as BCI-based motor rehabilitation.