[FieldTrip] Different cfg.poststim values in ft_preprocessing alters signal
Barnett, Benjy
benjy.barnett.20 at ucl.ac.uk
Tue Feb 2 16:27:29 CET 2021
Hey. When I am preprocessing my MEG neuromag data, I’m noticing that the signal of my channels are altered depending on how long after the stimulus I include in the trial, even in the portion of the trial that is overlapping between the two cases. For instance, if I use cfg.poststim = 2.5 in one run and cfg.poststim = 0.6 in a second, the two signals are not identical up until 0.6 seconds. Please see my code and attached plots of a Grad sensor in these two cases up to 0.6 seconds.
% define trials
cfg = [];
cfg.dataset = full_path;
cfg.trialdef.prestim = 0.175;
cfg.trialdef.poststim = 0.6; % compare with 2.5 seconds
cfg.trialdef.eventvalue = [6 7 9];
cfg.trialdef.eventtype = 'STI101';
cfg = ft_definetrial(cfg);
% preprocess
cfg.demean = 'yes';
cfg.baselinewindow = [-0.175 0.025];
cfg.lpfilter = 'no';
cfg.hpfilter = 'no';
cfg.dftfilter = 'yes';
split_files{1} = ft_preprocessing(cfg); %preprocess
%%%%%%%%%%%Downsampling%%%%%%%%%
cfg = [];
cfg.resamplefs = 250;
data = ft_resampledata(cfg, split_files{1});
%%Visualisation
cfg = [];
cfg.channel = 'MEGGRAD';
cfg.keeptrials = 'yes';
data = ft_timelockanalysis(cfg,data);
Xlim([-0.2 0.6])
plot(data.time,squeeze(mean(data.trial(:,39,:),1)))
As you can see from the plots attached, these signals are not identical when they should be (shouldn’t they?). The first plot is when I Use 2.5 seconds post stim and the second is using 0.6. I’ve altered the xlim to show only up to 600ms on both. Also, can anyone explain these huge spikes at the beginning of trials, that’s my next problem to solve.
Thanks
[cid:972C968D-ED1A-418C-B626-5137EF2C8759 at home][cid:FA70F34E-C8F5-4FD5-B3EC-60222BB0CD0E at home]
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