[FieldTrip] Automatic ICA algorithm in fieldtrip

Nicolai Mersebak nicolai at mersebak.dk
Thu Apr 11 20:41:49 CEST 2013


Thank you for the responds. 

@Don, sorry for my choice of word. I differently meant some of the routines and not the whole package! 

Maybe I wasn't clear enough. I don't mean the usually ICA algorithms (e.g runica), where you manually reject ICA components after running the algorithm. There are some plugins in EEGLAB, where the artifact removal of EOG is automatic using ICA. Most often you are using it, when you have multiple subjects and don't have time to go through all subjects manually. 

So my question is if someone has tried to use an automatic artifact removal algorithm based on ICA in fieldtrip? An example is the FASTER plugin in EEGLAB - http://sccn.ucsd.edu/wiki/EEGLAB_Plugins. 

Best,

Nicolai

Den 11/04/2013 kl. 15.47 skrev smoratti at psi.ucm.es:

> 
> I think if you specify "runica" it does the same as EEGLAB.
> 
> best,
> 
> Stephan
> 
> ________________________________________________________
> Stephan Moratti, PhD
> 
> see also: http://web.me.com/smoratti/
> 
> Universidad Complutense de Madrid
> Facultad de Psicología
> Departamento de Psicología Básica I
> Campus de Somosaguas
> 28223 Pozuelo de Alarcón (Madrid)
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> 
> and
> 
> Center for Biomedical Technology
> Laboratory for Cognitive and Computational Neuroscience
> Parque Científico y Tecnológico de la Universidad Politecnica de Madrid
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> 
> 
> email: smoratti at psi.ucm.es
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> 
> El 11/04/2013, a las 15:21, Rojas, Don escribió:
> 
>> Nicolai,
>> 
>> I suspect the developers will disagree that "fieldtrip is the package from EEGLAB", as it is an independently developed package. There is some integration, however, and in this particular case, fieldtrip can call the some of the ica routines included in EEGLAB, as well as others (e.g., fastica). Look at the documentation for ft_componentanalysis and the example on the FieldTrip website:
>> 
>> http://fieldtrip.fcdonders.nl/example/use_independent_component_analysis_ica_to_remove_eog_artifacts
>> 
>> Don
>> 
>> On Apr 11, 2013, at 6:37 AM, Nicolai Mersebak <nicolai at mersebak.dk> wrote:
>> 
>>> Dear all,
>>> 
>>> I know that EEGLAB has some (semi)-automatic ICA algorithms, and since the ICA part in fieldtrip is the package from EEGLAB, I was wondering if fieldtrip also had implemented the automatic ICA algorithms ? I can't find any information in the help function of runica or in the mailing list. 
>>> 
>>> The purpose of the ICA algorithm is to remove EOG artifacts. 
>>> 
>>> Best,
>>> 
>>> Nicolai
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>> 
>> 
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