ICA with averaged data
Robert Oostenveld
r.oostenveld at FCDONDERS.RU.NL
Sun Mar 11 15:05:42 CET 2007
Dear Niki
On 9 Mar 2007, at 12:01, Niki Ray wrote:
> Some of the channels (about 13, i'm using a ctf 275 system)
> have a lot of very distinct artifact that is obviously from the
> stimulator,
> so i wanted to use one of these channels as the "ECG" channel. Is this
> sensible, or not??
The demo script on
http://www2.ru.nl/fcdonders/fieldtrip/doku.php?
id=fieldtrip:documentation:use_independent_component_analysis_ica_to_rem
ove_ecg_artifacts
uses the measured real ECG channel to facilitate finding the ICA
components that represent the heart artifact. It does that by
computing the QRS–pek triggererd average of the ICA components, and
by computing the coherence between all ICA components and the ECG
channel. In your case, you do not seem to have an external channel
that can act as the ECG channel in the demo script. However,
important is that the ECG channel is _only_ used to facilitate
finding the heart components and it does not have a fundamental role
in the ICA unmixing or rejection. Apparently you can detect the
artifact components in your data in some other way, so you should be
fine without a fake ECG channel.
best regards
Robert
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