Controlled-weight method for improving the generalization ability of layered forward neural networks

Shuikexue Jinzhan/Advances in Water Science（1998）

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摘要

In this paper, the phenomenon of 'overfitting' of ANN is studied. A new method called controlled-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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