[Eeglablist] How to recognize successful ICA (number of data points issue)
Jim Kroger
jkroger at nmsu.edu
Sat Oct 21 21:37:43 PDT 2006
In the tutorial, as well as in discussion here, it's been pointed out that
successful ICA requires sufficient data. The tutorial discusses that the
factor: (number of data points)/(the number of channels)^2 should be >= 30
for 32 channels, and greater for more channels. We often find that 15
minute segments that fit well into EEGLAB/Matlab (given our RAM constraints
and 128 channels, 1024 sampling) provide us with a factor of around 80
before epoching, less after. I suspect this is borderline, but don't know
how to judge whether the resulting components are "good." What would "good"
and "bad" components be like? Any commentary would be appreciated.
Jim
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