(a) Under what conditions are the neural networks in Problems 1 and 2 identical?
(b) Would the generalized delta rule for multilayer feedforward neural networks developed in Section 12.2.3 yield the particular neural network in (a) if trained with a sufficiently large number of samples?
Specify the structure and weights of a neural network capable of performing exactly the same function as a minimum distance classifier for two pattern classes in n-dimensional space.
Specify the structure and weights of a neural network capable of performing exactly the same function as a Bayes classifier for two pattern classes in n-dimensional space. The classes are Gaussian with different means but equal co-variance matrices.
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