Riemannian Procrustes Analysis: Transfer Learning for Brain-Computer Interfaces.
IEEE transactions on bio-medical engineering(2019)
摘要
We present a simple yet powerful method for matching the statistical distributions of two datasets, thus paving the way to BCI systems capable of reusing data from previous sessions and avoid the need of a calibration procedure.
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关键词
Statistical distributions,Electroencephalography,Symmetric matrices,Manifolds,Calibration,Geometry,Shape
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