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计算机科学 2008
Network Structure and Generalization Ability of Feedforward Process Neural Networks
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Abstract:
The influence of structure of feedforward process neural networks on its generalization ability was studied,based on raising generalization ability of feedforward process neural networks.The results were obtained:the process neuron hidden layer operates important function,the general neuron hidden layer isn't absolutely necessary,the process neuron's extractive ability on stylebook character outclasses tradition neuron.Based on improving generalization ability of feedforward process neural network,an algori...