FastICA package for MATLAB
Aapo Hyvarinen
aapo at myelin.hut.fi
Tue Apr 7 12:32:32 EDT 1998
FastICA, a new MATLAB package for independent component analysis,
is now available at:
http://www.cis.hut.fi/projects/ica/fastica/
FastICA is a public-domain package that implements the fast
fixed-point algorithm for ICA, and features an easy-to-use graphical
user interface.
The fixed-point algorithm is a computationally highly efficient method
for ICA: in independent experiments it has been found to be 10-100
times faster than conventional gradient descent methods for ICA.
Another advantage of the fixed-point algorithm is that it can be
used to perform projection pursuit, estimating the independent
components one-by-one.
Aapo Hyvarinen
on behalf of the FastICA Team at the Helsinki University of Technology
fastica at mail.cis.hut.fi
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