[FieldTrip] numcomponent problem in ica
KatrinH Heimann
katrinheimann at gmail.com
Thu Sep 25 15:53:14 CEST 2014
Hey experts,
I have a problem with an ICA. What I am basically doing is running an ICA
on a big dataset and then removing the identified components from smaller
datasets of the same subject. Due to interpolated channels I do reduce the
components using numcomponent. But there seems to be a problem with this:
My code is
cfg = [];
cfg.channel = {'all'};
cfg.numcomponent = 126
comp = ft_componentanalysis(cfg,obs_data_clean1);
save (strcat(sb,'comp_all') , 'comp')
and matlab writes:
the input is component data with 126 components and 129 original channels
detected 0 visual artifacts
the input is component data with 126 components and 129 original channels
processing trials
just as expected!
then I want to use this ica for cleaning a smaller dataset so I wrote:
cfg = [];
cfg.numcomponent = 126;
cfg.unmixing = comp.unmixing;
cfg.topolabel = comp.topolabel;
comp_1 = ft_componentanalysis(cfg, obs90_data);
the program again tells me:
the input is raw data with 129 channels and 80 trials
selecting 129 channels
baseline correcting data
scaling data with 1 over 126.842103
not concatenating data
starting decomposition using predetermined unmixing matrix
the call to "ft_componentanalysis" took 2 seconds and required the
additional allocation of an estimated 574 MB
then I remove the component I identified before as blinking
cfg = [];
cfg.component = [1];
obs90_data_ica_cleaned = ft_rejectcomponent(cfg, comp_1, obs90_data);
save (strcat(sb,'obs90_ica_cleaned') , 'obs90_data_ica_cleaned')
and suddenly matlab says:
baseline correcting data
removing 1 components
keeping 128 components
processing trials
processing trial 80 from 80
Why does is speak of 129 (128+1) components??? My comp and comp_1 objects
only have 126 components!!! Is it doing the right thing?
Thanks again for your help!
Katrin
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