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art networks
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  art神经网络
     By applying this in echo signal combined with ART networks, the correct recognition ratio can arrive 80% to true and false targets.
     结合ART神经网络,对一定范围对真假两类目标进行分类,可取得80%以上的正确识别率.
短句来源
     This paper presented a study of the cepstrum characters based on cepstrum theory ,and brorght forward that cepstrum can be used in extracting harmonic characters. By applying this to ship-radiated noise combined with ART networks, recognition result under 2 or 3 work-status 178 test data can be reached fairly well.
     基于倒谱理论研究了倒谱的性质,提出利用倒谱可拾取谐波信息,并基于此提取了船舰辐射噪声的倒谱信息,结合ART神经网络,对一定范围内的多工况实测数据进行试验,取得了令人满意的分类结果。
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  “art networks”译为未确定词的双语例句
     A Study on the Implementation Method of GT by ART Networks
     应用ART网络的成组技术实现方法研究
短句来源
     It combines the structure adaption of fuzzy ART network with the good memory of BP network. The number of clusters is not necessary to be predetermined. FAB demonstrates the ability to cluster with fewer misclassifications comparable to fuzzy ART networks and BP networks.
     在分析了模糊ART网和BP网的基础上,提出了把模糊ART网的结构自适应能力和BP网良好记忆能力结合起来的思想,构成一种集成模糊聚类神经网络该网络的特点是:类别数不需预先确定,分类效果优于模糊ART网和BP网
短句来源
  相似匹配句对
     On Art
     艺术论
短句来源
     Art
     艺术(英文)
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     The State of Art of the Optical Neural Networks
     光学神经网络的现状与进展
短句来源
     Research and improvements of ART-2 neural networks
     ART-2神经网络的研究与改进
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     Survivabilities of Networks
     网络抗毁性
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  art networks
A double layeredspatio-temporal classification scheme consisting of a fuzzy rule-basedspatial classifier and a temporal classifier based on self-organizingmap and ART networks are adopted for this purpose.
      
We discuss briefly about ART networks in the next section.
      
VAM networks, fed by outputs from the stable ART networks, can be used to achieve stable real-time fast learning of sensory-motor maps.
      
The parameters of the ART networks rule this mechanism, and determine the number and shape of these hypercubes.
      
There exist a large variety of ART networks in the literature.
      
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Based on the characterestics of the ART network and the requirements for the color clas-sification of maps, the authors present the extended ART network(i. e. EART network)used for the color classification of maps. This paper introduces the model, algorithm and selec-tion of parameters for this network and presents experimental results.

该文根据ART网的特点和功能及地图彩色分类的要求,提出了用于地图彩色分类的扩展ART网(简称EART网)。文中介绍了该网的模型、算法、参数选择,并给出了实验结果。

The possibility of applying the artificial neural network theory to low andzero resistance insulator diagnosis is investigated.The corona pulse current isused as the characteristic values and the Hamming network is employed tofilter out the noise of the collected wave form, then the ART network is usedto recognize the filtered wave form. Case study shows the method proposedhere can put the wave forms collected into cluster correctly.

本文探讨了应用人工神经网络进行高压输电线路中低零值绝缘子检测的可行性。该方法以电晕电流做为特征量,首先利用Hamming网络对采集到的波形进行噪声过滤,然后,使用ART网络对过滤后的波形进行辨识,试算表明,本文提出的方法可对各种情况的波形进行正确的辨识,该研究可为低零值绝缘子的在线监测打下理论基础。

One of main shortcommings for widely useful potencyARTnetworkis thatthe value of vigilance parameter is completely dependent on user'sexperience,and up to today,there are no any theory and method to guide researchers, In thispaper a great number of pattern samples are respectively sampled in Monte Carloway, and optimal division of samples is realized in a method of reference[3]。Based on optimal division,every sample is orderlv fed into ART network,and atthe same time,the vigilance parameter has to be corrected...

One of main shortcommings for widely useful potencyARTnetworkis thatthe value of vigilance parameter is completely dependent on user'sexperience,and up to today,there are no any theory and method to guide researchers, In thispaper a great number of pattern samples are respectively sampled in Monte Carloway, and optimal division of samples is realized in a method of reference[3]。Based on optimal division,every sample is orderlv fed into ART network,and atthe same time,the vigilance parameter has to be corrected until a precise classifi-cation is established. The vigilance parameters versus variant category numbersare fit as a formula in LSM so that the technique difficulty to find better vigi-lance parameter has been solved.

具有广泛应用潜力的ART网络的主要缺陷之一,是其警戒线参数的取值大小完全依赖使用者的经验,迄今无有理论及方法上的指导;本文分别通过蒙特卡洛抽样来获取大量模式样本、并应用模糊聚类的优化分割技术进行最佳分类;然后,在最佳分类的基础上,将模式样本序贯输入ART网络,同时调整警戒线参数,直至建立起准确的分类器;最后,将不同分类数下对应的譬戒线参数拟合成经验公式,从而为给定分类数下较准确获取警戒线参数解决了重要的技术困难。

 
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