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Directional archetypal analysis matlab toolbox including multisubject-multimodal modeling

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anders-s-olsen/DirectionalArchetypalAnalysis

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Directional Archetypal Analysis

This repository contains a set of Matlab functions to uncover microstates in functional neuroimaging data using directional archetypal analysis. The data may be multimodal, i.e., simultaneous EEG and MEG.

Combining electro- and magnetoencephalography data using directional archetypal analysis Anders S. Olsen, Rasmus MT Høegh, Jesper L Hinrich, Kristoffer H Madsen, Morten Mørup.

Please follow the script DAA_main to view the general pipeline and further explore the scripts.

The actual directional archetypal analysis function can be found in model/DAA_MMMSWAA (short for MultiModal, MultiSubject Watson Archetypal Analysis)

License

Technical University of Denmark

Free to use but please cite our paper if you do.

Bugs and improvements

Please direct potential bugs or suggestions for improvement to ansol@dtu.dk

Otherwise, we can be found on Twitter (@anders-s-olsen and @rasthh)

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