New algorithm for neural network data discrimination applied to Markarian 421 high energy gamma rays
A new neural network learning algorithm, called the Umbrella Algorithm, is developed and analysed. Its generalization, which does not exhibit over-specialisation, is observed in the EXOR problem and in an artificial data discrimination (Toy Data) problem. The learning time is found to be about 1/15...
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1998
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| Online Access: | http://spectrum.library.concordia.ca/471/1/NQ40302.pdf Macot, Luc <http://spectrum.library.concordia.ca/view/creators/Macot=3ALuc=3A=3A.html> (1998) New algorithm for neural network data discrimination applied to Markarian 421 high energy gamma rays. PhD thesis, Concordia University. |