| 农药醚菊酯类似物构效关系的人工神经网络方法研究 |
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| 引用本文： | 蔡煜东,陆文聪,程兆年,许立,姚林声,陈念贻. 农药醚菊酯类似物构效关系的人工神经网络方法研究[J]. 生物数学学报, 1994, 0(3) |
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| 作者姓名： | 蔡煜东 陆文聪 程兆年 许立 姚林声 陈念贻 |
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| 作者单位： | 中国科学院上海冶金研究所!上海，200050(蔡煜东，陆文聪，程兆年)，上海科技大学!化学系，200018(许立，姚林声，陈念贻) |
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| 摘 要： | 本文以醚菊酯类似物作为研究对象，尝试使用神经网络方法进行构效关系分析，并对该种农药活性进行了预测。在所研究的样本集中，由结构预测活性的成功率可达100％，本文的研究表明：神经网络方法以其极强的非线性能力，可望成为农药构效关系研究的一种有效的工具．
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| 关 键 词： | 醚菊酯类似物,构效关系,人工神经网络," 反向传播" 模型 |
STRUCTURE-ACTIVITY RELATION OF PYRETHROID COMPOUNDS BY ARTIFICIAL NEURAL NETWORK |
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| Cai Yudong,Lu Wenchong,Cheng Zhaonian,Xu Lie,Yao Linsheng. STRUCTURE-ACTIVITY RELATION OF PYRETHROID COMPOUNDS BY ARTIFICIAL NEURAL NETWORK[J]. Journal of Biomathematics, 1994, 0(3) |
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| Authors: | Cai Yudong Lu Wenchong Cheng Zhaonian Xu Lie Yao Linsheng |
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| Abstract: | Artificial neural network approach was applied to analysis of structure-activity relation of medicine by taking Pyrethroid compounds as an object of study. And the activity of this compound has been predicted. In our research examples, the successful rate reaches 100%. The results indicated that the neural network might be refferred as an effective assistant tchnique for analysis of structure-activity relation of medicine based on ts extremely non-linear ability. |
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| Keywords: | Pyrethroid compounds Structure-activity ralation Artificial nenral network Back-Propagation model. |
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