No subject


Tue Jun 6 06:52:25 EDT 2006


Hebbian learning plus deflation, but this deflation appears to be
parallel, from all units to all other units, and therefore not
sequential. I would think that the same happens with Leen's algorithms
(ref. below, also): there is deflation but it is parallel, not sequential.


References:

E. Oja, H. Ogawa and J. Wangviwattana, "PCA in Fully Parallel Neural
Networks", in I. Aleksander and J. Taylor (eds.), Artificial Neural
Networks 2, Elsevier Science Publishers, 1992.

T. Leen, "Dynamics of Learning in Recurrent Feature-Discovery
Networks", in R. Lippmann, J. Moody and D. Touretzky (eds.), Advances
in Neural Information Processing Systems 3, Morgan Kaufmann, 1991.


Regards,

Luis B. Almeida

INESC                             Phone: +351-1-544607, +351-1-3100246
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Portugal

lba at inesc.pt



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