Generalization in multi-layer networks of Sigma-pi units.
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.
Penny
W D
WD
Dept. of Electr. Eng. and Electron., Brunel Univ., Uxbridge.
Stonham
T J
TJ