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Scott.Fahlman@SEF1.SLISP.CS.CMU.EDU
Scott.Fahlman at SEF1.SLISP.CS.CMU.EDU
Tue Nov 6 11:33:25 EST 1990
I am interested in constructive algorithms for neural networks
(capable of generating new units and layers in the NN). Is there
any constructive algorithm for NN whose units have continuous
(e.g.: sigmoidal) activation function?
The only nets that come to mind that fit your description are
Cascade-Correlation (Fahlman and Lebiere, paper in NIPS-89 proceedings) and
SONN (Tenrio and Lee, NIPS-88). There are a lot of system around that
build up a *single* layer of hidden units with continuous activation
functions.
Information on how to FTP the Cascade-Correlation tech report and
simulation code has been sent to this list before. I'll send it to you in
a separate message.
-- Scott
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