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OALib Journal期刊
ISSN: 2333-9721
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Network Structure and Generalization Ability of Feedforward Process Neural Networks
前馈过程神经网络的网络结构与泛化能力

Keywords: Process neural networks,Structure of network,Generalization ability,Algorithm constructing network structure
过程神经网络
,网络结构,泛化能力,网络结构构造算法

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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...

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