Test program for FastICA / IT++


FastICA (C) 1998
J. Hurri, H. Gävert, J. Särelä, A. Hyvärinen
Laboratory of Information and Computer Science
Helsinki University of Technology

IT++ port from Matlab by F. Cayre and T. Furon
TEMICS Team
IRISA - INRIA/Rennes

FastICA is the implementation of : 
A. Hyvärinen, Fast and robust fixed-point algorithms for independent component analysis, IEEE Transactions on Neural Networks 10(3):626-634, 1999.


Sample test data come from fastiCa C standalone version of fastICA, (C) 2003 Jonathan Marchini : 
URL : http://www.stats.ox.ac.uk/~marchini/software/fastICA/fastiCa.tgz

==========================================================================
Use default parameters:
Mixing matrix = [[-0.201462 -0.379849]
 [0.389676 -0.319209]]
Separation matrix = [[-1.50339 1.78899]
 [-1.83527 -0.94883]]

separated independent components = [[-0.0814369 -0.151647 -0.221504 -0.290835 -0.359466 -0.427224 -0.49394 -0.559448 -0.623582 -0.686183 -0.747094 -0.806162 -0.863239 -0.918183 -0.970856 -1.02112 -1.06887 -1.11396 -1.15629 -1.19575 -1.23224 -1.26568 -1.29598 -1.32305 -1.34685 -1.36729 -1.38434 -1.39795 -1.40808 -1.41472 -1.41784 -1.41743 -1.4135 -1.40605 -1.39511 -1.3807 -1.36286 -1.34162 -1.31705 -1.28921 -1.25816 -1.22398 -1.18676 -1.14659 -1.10356 -1.0578 -1.0094 -0.958498 -0.905213 -0.84968 -0.792037 -0.732427 -0.671 -0.607909 -0.543312 -0.477368 -0.410244 -0.342106 -0.273125 -0.203472 -0.133322 -0.0628496 0.00776966 0.0783593 0.148743 0.218745 0.288192 0.356908 0.424724 0.49147 0.556979 0.621088 0.683636 0.744469 0.803433 0.860383 0.915175 0.967674 1.01775 1.06527 1.11013 1.1522 1.19139 1.2276 1.26074 1.29072 1.31747 1.34092 1.36102 1.37772 1.39096 1.40073 1.407 1.40974 1.40897 1.40466 1.39685 1.38554 1.37077 1.35258 1.331 1.3061 1.27793 1.24657 1.21209 1.17459 1.13415 1.09088 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-1.67285 -1.691 -1.70917 -1.72735]]==========================================================
Use Gaussian non-linearity and deflation approach :
Mixing matrix = [[-0.200197 0.380517]
 [0.390735 0.317912]]
Separation matrix = [[-1.49728 1.79213]
 [1.84026 0.942875]]

separated independent components = [[-0.0871361 -0.157285 -0.227082 -0.296352 -0.364921 -0.432619 -0.499274 -0.564721 -0.628795 -0.691335 -0.752185 -0.811193 -0.86821 -0.923093 -0.975706 -1.02591 -1.0736 -1.11863 -1.1609 -1.2003 -1.23674 -1.27011 -1.30035 -1.32737 -1.3511 -1.37149 -1.38848 -1.40203 -1.41211 -1.41868 -1.42174 -1.42128 -1.41729 -1.40979 -1.39879 -1.38432 -1.36642 -1.34513 -1.3205 -1.2926 -1.2615 -1.22726 -1.18998 -1.14976 -1.10668 -1.06086 -1.01241 -0.961448 -0.908108 -0.852519 -0.794821 -0.735157 -0.673676 -0.61053 -0.545878 -0.47988 -0.412702 -0.344509 -0.275474 -0.205767 -0.135563 -0.0650356 0.00563781 0.0762816 0.14672 0.216776 0.286277 0.355048 0.422918 0.489718 0.555282 0.619445 0.682048 0.742935 0.801955 0.858959 0.913806 0.96636 1.01649 1.06407 1.10898 1.15111 1.19036 1.22662 1.25981 1.28985 1.31666 1.34017 1.36032 1.37707 1.39038 1.4002 1.40653 1.40933 1.40861 1.40437 1.39661 1.38536 1.37065 1.35251 1.33099 1.30615 1.27804 1.24674 1.21232 1.17488 1.1345 1.09129 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