Decoding working memory task condition using MEG source level long-range phase coupling patterns.

Our study successfully decoded working memory tasks using MEG source space functional connectivity. Our approach, combining across-subject classification and a multidimensional metric recently developed by our group, is able to detect patterns of connectivity that are shared across individuals. In other words the results are generalisable to new individuals and allow meaningful interpretation of the task relevant phase coupling patterns.