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OALib Journal期刊
ISSN: 2333-9721
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CHARACTER RECOGNITION WITH THE COMBINATION OF ARTMAPAND FUZZY RULES
ARTMAP与模糊逻辑结合的字符智能识别方法

Keywords: neural network,ARTMAP,fuzzy rule,character recognition
神经网络,ARTMAP,模糊规则,字符识别

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Abstract:

A method for character recognition was presented, which uses ARTMAP and fuzzy rules. The neural network generates weights, which can be used to determine fuzzy regions. The fuzzy rules recognize most of the test samples and ARTMAP recognizes the rest of characters. The experiment result proves that the combining method has higher ratio for character recognition. ARTMAP is a fast and efficient neural network, which has no local minimum point.

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