| ART神经网络集成系统软件的研制 |
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| 引用本文： | 潘紫微,徐金梧.ART神经网络集成系统软件的研制[J].安徽工业大学学报,1996(3). |
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| 作者姓名： | 潘紫微 徐金梧 |
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| 作者单位： | 华东冶金学院，北京科技大学 |
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| 摘 要： | 根据自适应谐振理论以及心理学、生物化学和神经生理学研究成果，深入研究了ＡＲＴ神经网络模型并探索出ＡＲＴ１网络、ＦＡＲＴ网络、ＡＲＴ２网络和ＡＲＴ３网络所对应的一套实用基本算法，在此基础上研制完成了ＡＲＴ神经网络集成系统软件并将其应用于轴承的状态监测和故障诊断。
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| 关 键 词： | 神经网络，自适应谐振（ART）理论，算法，模式识别 |
Study of the Integrated System Software of ART Neural Networks |
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| Pan Ziwei,Xu Jinuw.Study of the Integrated System Software of ART Neural Networks[J].Journal of Anhui University of Technology,1996(3). |
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| Authors: | Pan Ziwei Xu Jinuw |
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| Affiliation: | Pan Ziwei;Xu Jinuw(ECIM)(Beijing University of Science and Technology) |
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| Abstract: | The paper studies the models of ART neural networks and their basic algorithms using the reasearch achievements based on psychology,biology-chemistry and neural- physiology and adaptive resonance theory.The integrated system software of ART1,FART,ART2 and ART3 neural networks is developed.The software is applied to the real failure pattern recognition,and the result is satisfactory. |
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| Keywords: | s:Neural Networks Adaptive Resonance Theory Algorithms Pattern Recogniton |
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