Zhang Xiang, Ding Jing. Controlled Weight Method for Improving the Generalization Ability of Layered Forward Neural Networks[J]. Advances in Water Science, 1998, 9(4): 373-377.
Citation:
Zhang Xiang, Ding Jing. Controlled Weight Method for Improving the Generalization Ability of Layered Forward Neural Networks[J]. Advances in Water Science, 1998, 9(4): 373-377.
Zhang Xiang, Ding Jing. Controlled Weight Method for Improving the Generalization Ability of Layered Forward Neural Networks[J]. Advances in Water Science, 1998, 9(4): 373-377.
Citation:
Zhang Xiang, Ding Jing. Controlled Weight Method for Improving the Generalization Ability of Layered Forward Neural Networks[J]. Advances in Water Science, 1998, 9(4): 373-377.
Controlled Weight Method for Improving the Generalization Ability of Layered Forward Neural Networks
In this paper,the pheno menon of "over fitting" of ANN is studied.A new method called control led-weight is proposed to improve the generalization ability of layered forward neural networks.Its efficiency is given by using daturm from the field of hydrological forecasting.
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