Paul Della-Marta
2003-Jul-18 14:29 UTC
[R] Non-Linear Principle Component Analysis using Neural Networks
Dear R-help, I am a new member of the R-help mailing list and would like to know if anyone has used R to perform a Non-linear PCA using a multiple layer feed forward neural networks? Could I modify the function nnet to contain multiple hidden layers? Kind Regards, Paul _____________________________________________________ Paul Della-Marta PhD Student Meteorology and Climatology Physical Geography University of Bern -------------------------------------------------- This mail sent through IMP at http://mail.unibe.ch
Prof Brian Ripley
2003-Jul-18 15:58 UTC
[R] Non-Linear Principle Component Analysis using Neural Networks
On Fri, 18 Jul 2003, Paul Della-Marta wrote:> I am a new member of the R-help mailing list and would like to know if anyone > has used R to perform a Non-linear PCA using a multiple layer feed forward > neural networks? > > > Could I modify the function nnet to contain multiple hidden layers?Quite easily: the code is general and there are R-level functions to specify the net, norm.net and add.net. -- Brian D. Ripley, ripley at stats.ox.ac.uk Professor of Applied Statistics, http://www.stats.ox.ac.uk/~ripley/ University of Oxford, Tel: +44 1865 272861 (self) 1 South Parks Road, +44 1865 272866 (PA) Oxford OX1 3TG, UK Fax: +44 1865 272595