UPDATED 6/2005. FULL MATLAB CODE FOR ARCHITECTURES I AND II NOW AVAILABLE. 

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<A HREF="icaFacesCode.tar">matlab code</A> for face representations using ICA
(tar file). This code is for non-commercial use only. Please cite: 

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Bartlett, M.S., Movellan, J.R., & Sejnowski, T.J. (2002). Face
recognition by independent component analysis. IEEE Transactions on
Neural Networks 13(6) p. 1450-64. 
<A HREF="ftp://ftp.cnl.salk.edu/pub/marni/Bartlett_TNN02.pdf">
Download pdf</A>