The aligned training data from chosen source subjects are used for creating a classification model based on either spatial covariance matrices in Riemannian space or common spatial pattern algorithm ...

If the singular vectors are transformed to follow Euclidean geometry, SVD can be used for pooling to maintain the feature information well, which is called singular vector pooling (SVP). Since SVP can ...