摘要
研究了将ARTMAP神经网络与模糊规则相结合的字符识别方法.ARTMAP用于对字符的学习、训练,而模糊规则和ARTMAP共同用于对字符的智能识别.实验证明这种将模糊技术与神经网络相结合的混合系统具有较高的识别率和较快的识别速度,采用ARTMAP神经网络只需要较少的网络训练时间.
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.
出处
《红外与毫米波学报》
SCIE
EI
CAS
CSCD
北大核心
1998年第5期363-368,共6页
Journal of Infrared and Millimeter Waves
基金
国家自然科学基金
国防预研基金