[Eeglablist] Method for multi-class classification of independent components of EEG

Laura Frolich laura.frolich at gmail.com
Thu May 14 02:05:12 PDT 2015


Dear EEGLablist members,

I would like to introduce a classification method, IC_MARC, that
distinguishes between independent components of EEG of the following types:
neural components, blinks, lateral eye movements, heart beat artefacts,
muscle artefacts, and mixed/noisy components. The classification method is
included in an EEGLab plugin available at
http://www2.compute.dtu.dk/~lffr/publications/indexpub.php.

The method works with EEGLab versions up to and including 12.0.2.3b. From
then on a problem with a FieldTrip function used by a DIPFIT function that
IC_MARC relies on started occurring.

The method is described in the article “Classification of independent
components of EEG into multiple artifact classes”, available at
http://onlinelibrary.wiley.com/doi/10.1111/psyp.12290/abstract.

I hope this plug-in will be useful. Please contact me if you experience any
problems using IC_MARC.

Sincerely,

Laura Frølich
PhD Student
Section for Cognitive Systems
Technical University of Denmark
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