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Riemannian-Manifold-Multinational-Data

Contains code to map Cross-Spectra EEG data to an Euclidean space following this steps:
1-Apply average reference to the Cross-Spectra data (eliminate one row and one column to each matrix)
2-Apply Hilbert-Smith regularization method described in Schneider-Luftman & Walden, 2015
3-Group data by Manifolds of single frequencies for all subjects
4-Find mean of the Manifolds
5-Map from Manifold space to Eucliden space using the methods described in Pennec et al., 2006

The main script is RegCrossSubjs.m

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