Manifold-regression to predict from MEG/EEG brain signals without source modeling

David Sabbagh, Pierre Ablin, Gael Varoquaux, Alexandre Gramfort, Denis A. Engemann

Neural Information Processing Systems 

However, after artefact-suppression, M/EEG data is often rank deficient which limits the application of Riemannian concepts.

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