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运用人工神经网络和非线性映射技术评价中药复方制剂戊己丸的质量
引用本文:张亮,马仁玲,徐娟,邢久东,戴徇丽,张正行,安登魁.运用人工神经网络和非线性映射技术评价中药复方制剂戊己丸的质量[J].中国药科大学学报,1996(2).
作者姓名:张亮  马仁玲  徐娟  邢久东  戴徇丽  张正行  安登魁
作者单位:中国药科大学药物分析学研究室
摘    要:运用二值自适应共振理论(ART1)网络和非线性映射(NLM)技术对中药戊己丸进行了省缺药材的定性识别研究。实验数据为药材浸出物的红外光谱,特征提取采用Shannon信息量法。结果表明,ART1网络能对多种情况进行识别,正确识别率为85%,明显优于NLM技术。

关 键 词:二值自适应共振理论(ART_1)  非线性映射(NLM)技术  戊己丸  质量评价

Study on Quality Evaluation of Traditional Chinese Patent Medicine Wuji Wan by Adaptive Resonance Network and Non-Linear Mapping
zhang Liang,Ma Renling,Xu Juan,Xing Jiudong,Dai Xuanli,Zhang Zhengxing,An Dengkui.Study on Quality Evaluation of Traditional Chinese Patent Medicine Wuji Wan by Adaptive Resonance Network and Non-Linear Mapping[J].Journal of China Pharmaceutical University,1996(2).
Authors:zhang Liang  Ma Renling  Xu Juan  Xing Jiudong  Dai Xuanli  Zhang Zhengxing  An Dengkui
Abstract:This paper is concerned with qualitative recognition of omitted ingredien ts in traditional Chinese patent medicine Wuji Wan by adaptive resonance network(ART1)and non-linear mapping(NLM).Shannon information content theory was used for the feature selection of IR spectra of extracts.The result demonstrated that ART1 is capable of classification and recognition of omitted ingredients in Wuji Wan.
Keywords:Adaptive resonance network  Non-linear mapping  Wuji Wan  Quality evaluation  
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