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神经网络的ELM算法,比传统的BP和SVM都快,而且效果也很精确。运行平台是matlab,本人已经对原始ELM做了修改,可以适应多种函数,而且在数据处理方面自动产生分类矩阵。-ELM neural network algorithm, than the traditional BP and SVM faster, but the effect is also very accurate. Platform is running matlab, I have to do the original ELM been modified to adapt to a variety of functions, but also in data processing is automatically generated classification matrix.
Update : 2025-02-19 Size : 2kb Publisher : chenlei

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使用matlab 实现ELM算法,可以用来分类的回归。
Update : 2025-02-19 Size : 2kb Publisher : 小芝麻

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基于matlab的极速学习机ELM的分类和回归算法-The speed of learning machine based on matlab classification and regression algorithm ELM
Update : 2025-02-19 Size : 3kb Publisher : 何飞

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基于matlab的ELM实现,对函数进行拟合,可以用来学习了解ELM。(ELM based on the matlab .)
Update : 2025-02-19 Size : 2kb Publisher : 铂铑

elm 训练函数 调整参数可用于分类和预测,matlab语言编写,已调试(elm training function)
Update : 2025-02-19 Size : 3kb Publisher : 临渊

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bidirectional elm matlab code
Update : 2025-02-19 Size : 1.28mb Publisher : archana

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elm 极限学习机 无内核函数,黄广斌教授的源码。(elm without kernel function, professor huang guangbin's source code.)
Update : 2025-02-19 Size : 2kb Publisher : 3shine

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ELM回归与分类算法,用于近红外光谱或拉曼光谱数据处理(ELM regression and classification algorithms are used for near infrared or Raman spectral data processing)
Update : 2025-02-19 Size : 9kb Publisher : jk1358

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极限学习机(ELM)在java下的实现算法,此为eclipse项目,已经添加好可用的jar包,调整文件路径后可以直接运行,(PS.极限学习机算法为elm官网所提供)(Extreme learning machine (ELM) in Java implementation algorithm, this is the eclipse project, has added a good jar package, adjust the file path can be directly run (PS. limit learning algorithm is provided by elm official website))
Update : 2025-02-19 Size : 1.91mb Publisher : 小雨和幸运

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MATLAB版极限学习机,自带训练集与测试集,可运行。(MATLAB version of the ELM, with its own data set)
Update : 2025-02-19 Size : 170kb Publisher : 啊呀喝

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是一种在线序列OS-ELM算法的MATLAB程序,可参考论文A Fast and Accurate Online Sequential Learning。(matlab codes for OS-ELM(Online Sequential ELM))
Update : 2025-02-19 Size : 2kb Publisher : 初尘

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以NSGA2算法作为学习算法优化ELM神经网络的权值,满足误差小、权值范围小的双目标(NSGA2 algorithm is used as a learning algorithm to optimize the weights of ELM neural network, and it meets the double objective with small error and small weight range)
Update : 2025-02-19 Size : 209kb Publisher : cl147258

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在线ELM的MATLAB代码,可用于目标跟踪,回归分析预测、以及分类。(The MATLAB code of online ELM can be used for target tracking, regression analysis, prediction, and classification.)
Update : 2025-02-19 Size : 5kb Publisher : 谪仙

提出一种新型、高效的基于 B2DPCA(双向二维主成分分析)和 ELM(极端学习机)的人脸识别算法, 该算法是根据曲波变换分解人脸图像和一种改进的降维技术,通 过 B2DPCA 生成识别特征集来训练和测试 ELM 分类器,提高识别精度。通过大量实验,并把实验结果与现存技术进行比较,结果表明 B2DPCA+ELM 算法有效地提高了识别准确率,并降低了对原型数量的依赖。将来有望能把局部特征和基于曲波分解的全 局信息结合起来应用到识别精度和分类速度上。(a new human recognition algorithm was proposed based on B2DPCA and ELM)
Update : 2025-02-19 Size : 604kb Publisher : sarlih

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采用极限学习机即(ELM)进行回归和预测的MATLAB代码, 亲测可用,只需要替换自己的数据即可.(Extreme learning machine (ELM) is used for regression and prediction with MATLAB code. You need only use your own data to represent the data in the code.)
Update : 2025-02-19 Size : 3kb Publisher : 狼骑123

NARX + ELM - laser quantum dots prediction
Update : 2025-02-19 Size : 438kb Publisher : wildinho

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elm带有解释的程序,请在其他程序中调用运行。(Elm program has the explaination. Please call it in other programs.)
Update : 2025-02-19 Size : 2kb Publisher : 麦兜的麦麦angel

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极限学习机(ELM)的matlab实现,对一组数据进行回归的例子(Extreme learning machine (ELM) matlab implementation, for a group of data regression examples)
Update : 2025-02-19 Size : 173kb Publisher : zlzlzl

极限学习机的基本实现,是黄广斌教授最早提出的最初始的代码(the basic elm is the professor Huang proposed the first time)
Update : 2025-02-19 Size : 4kb Publisher : kaicy

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极限学习机ELM代码,matlab编写的,可以直接调用。(ELM code, matlab written,)
Update : 2025-02-19 Size : 2kb Publisher : urmysummer
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