Title: An Adaptive Classification Method of BP-NN Group Based Classification System and Its Application
Abstract:In this paper,a neural network group is defined for BP NN based classification systems.Then an adaptive algorithm for system growth is brought out,with which the system structure can be adjusted adapt...In this paper,a neural network group is defined for BP NN based classification systems.Then an adaptive algorithm for system growth is brought out,with which the system structure can be adjusted adaptively when new target class is added to the system.The experimental results have shown that when adding a new target class,the proposed method can simplify the adjustment of the system structure,shorten the time needed for system re training,and thus improve the system training efficiency.Read More
Publication Year: 2001
Publication Date: 2001-01-01
Language: en
Type: article
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Cited By Count: 6
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