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Study on the Neural Networks for Distinguishing Chemical Agents Base on the Wavelet Analysis
Author(s): 
Pages: 120-124
Year: Issue:  2
Journal: TRANSACTIONS OF BEIJING INSTITUTE OF TECHNOLOGY

Keyword:  神经网络毒剂识别小波分析特征提取;
Abstract: 为快速、准确地识别毒剂,在分析神经网络识别毒剂基本方法的基础上,建立了带有偏差单元的递归神经网络识别毒剂模型,包括神经网络识别毒剂的学习算法和基于小波分析的毒剂特征提取. 通过剖析神经网络识别毒剂模型,设计了神经网络识别毒剂的软件,实现了神经网络对毒剂的识别. 用沙林模拟数据进行了测试和分析,结果表明,利用与化学传感器相联结的神经网络识别毒剂,是实现毒剂识别自动化、智能化的一种有效方法.
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