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用差分算法对在线惯序极限学习机的输入权值和偏置进行优化(本程序只限激励函数为sig),其学习时间比极限学习机分批进行学习总共的时间有所提升,诊断精度也提高了。-Algorithm using differential input weights and the bias line Extreme Learning Machine sequencer used to optimize (this program only excitation function for sig), its lear
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极限学习机matlab以及Python程序,最近几年出现的较为新的人工神经网络算法,有基于人脸识别的例子,由作者原网站下载,可运行。-Extreme Learning Machine matlab and Python program, more new artificial neural network algorithm emerged in recent years, there are examples of face recognition based on the original
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OS-ELM 分类器,极限学习机应用,可以用于机器视觉应用、图像理解等各方面。-OS-ELM classifier, Extreme Learning Machine
Can be used in all aspects of machine vision applications, such as image understanding.
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ELM 极限学习机的核函数 MATLAB程序,用于深入研究和改进极限学习机-Kernel MATLAB program ELM Extreme Learning Machine for further research and improvement Extreme Learning Machine
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极限学习机\极速学习机\ELM
稀疏表示人脸识别\稀疏表示\L0范数求解
基于ELM与稀疏表示的混合人脸识别算法
AR人脸识别准确率95 .
文章:Luo, Minxia, and Kai Zhang. A hybrid approach combining extreme learning machine and sparse representation for image classification. Engineering Applications of Artific
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本文是关于ELM(extreme learning machine)的最新综述(2015年),系统讲述了ELM的基础概念,发展方向,改进思路,以及不同种类的应用。-This is an update review of ELM (extreme learning machine) in (2015), describes the basic concepts of system development direction ELM, the improvement ideas, as well a
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Kernel_ELM传说中的核-极限学习机,基于官网给的版本,拆分成了训练和预测两个模块,方便大家得到训练模型和预测标签-Kernel_ELM, Extreme Learning Machine using Kernel,including two modules as train & predict
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从黄广斌官网下载的,添加了核函数的核极限学习机-Download the official website of Huang Guangbin, adding the kernel fucntion to Extreme Learning Machine
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极限学习机用于回归预测的matlab代码,其中包含训练数据和测试数据,亲测可运行-Extreme Learning Machine for Regression prediction matlab code, which contains training data and test data, pro-test runs
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ELM是一种简单易用、有效的单隐层前馈神经网络,该代码是用python实现的极限学习机,亲测有用-extreme learning machine realized by python,it works well
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标准极限学习机,结合个人理解在原有版本上改进,使代码更容易理解。同时直接可以在内存中读数据,原有版本需要将数据存为文本读取.matlab版本-Standard extreme learning machine, combined with personal understanding improvement on the original version, make the code easier to understand Can directly read data in the memor
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核极限学习机,引入核函数解决ELM求解问题,一旦参数选定,结果就稳定下来,不再混入随机。在原来版本上加入自己理解改写,使得代码更容易理解。-Kernel extreme learning machine, kernel function is applied to deal with ELM to solve the problem, once the parameters selected, the result is stabilized, not randomly in the origi
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半监督核无监督极限学习机,用于半监督核无监督学习,比传统方法速度略快,且可以直接应用多分类问题-A semi-supervised nuclear unsupervised extreme learning machine, used for a semi-supervised kernel unsupervised learning, slightly faster than the traditional methods, and can direct application classif
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文献,极限学习机和SVR的结合,达到高于SVR的回归效果,且实现方便-The combination of extreme learning machine and SVR, achieve higher than that of SVR regression effect, and easy to implement
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极限学习机在matlab中elm函数调用示例,以及elm源代码。-Extreme Learning Machine in matlab elm function call examples, and elm source code.
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自己编的简单极限学习机程序,供初学者参考。具有较好的预测功能。-Own series of simple extreme learning machine program for beginners reference. Have good forecast function.
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Extreme learning machine
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Extreme Learning Machine
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极限学习机是由黄广斌在2005年作为一种新的单隐层前馈神经网络提出的,具有与神经网络(NN)相同的全局逼近性质,且其参数学习无需迭代,速度明显快于现有的神经网络。目前在岩性识别、LF终点温度软测量、穿孔机导盘转速测量、软测量建模、图像识别等方面有所应用,但将其用于图像分割中的应用还较少。-Extreme learning machine is by Huang guangbin in 2005 as a new single hidden layer feedforward neural net
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极限学习机matlab实现代码,需要用户提供训练数据-extreme learning machine
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