Generalization in multi-layer networks of Sigma-pi units |
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Authors: | Penny WD Stonham TJ |
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Affiliation: | Dept. of Electr. Eng. and Electron., Brunel Univ., Uxbridge. |
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Abstract: | 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. |
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