This paper investigates a method for predicting the generalization error that a multi-layer network of Sigma-pi units will, on average, exhibit. Theoretical values are compared with those obtained by the computer simulation of small networks learning parity and contiguity functions. >
['William D. Penny', 'T.J. Stonham']
Generalization in multi-layer networks of Sigma-pi units