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cond-mat.dis-nn2002
Statistical Physics of Feedforward Neural Networks
Robert Urbanczik
The article is a lightly edited version of my habilitation thesis at the University Wuerzburg. My aim is to give a self contained, if concise, introduction to the formal methods us…
cond-mat.dis-nn2001
Learning multilayer perceptrons efficiently
C. Bunzmann, M. Biehl, R. Urbanczik
A learning algorithm for multilayer perceptrons is presented which is based on finding the principal components of a correlation matrix computed from the example inputs and their t…