参考文献: [1] Bengio Y. Learning Deep Architectures for AI[J]. Foundations & Trends® in Machine Learning, 2009,2(1):1-127. [2] Hinton G E, Salakhutdinov R R.Reducing the Dimensionality of Data with Neural Networks[J]. Science, 2006,313(5786):504-507. [3] He K, Zhang X, Ren...
核化的支持向量机就可以看成是一种RBF网络. 事实上1995年Vapnik发表在Machine Learning 期刊上的支持向量...
The powerful parallel information processing ability of self-adaptation and self-learning has allowed for breakthroughs in many fields, among which the most representative is image recognition. Therefore, this paper proposed optimizing the RBF algorithm with machine learning (ML) to improve the ...
machine-learning neural-network rbf-kernel rbf Updated May 9, 2015 C++ stxupengyu / RBF-BP-MATLAB Star 28 Code Issues Pull requests 使用RBF、BP神经网络进行预测。RBF/BP neural network is used for prediction. rbf bp-neural-network Updated Jun 18, 2020 MATLAB ashok...
I have a header image, and I've overlayed a title and subtitle to its bottom right. Using jQuery, their position responds on window resize, but not when zoomed in or out. I've heard that the window re...iPhone browser that supports web workers? Came to realize that iphone's safari ...
appliedinpatternrecognition.RBFSVMisanewtypeoflearningmachinewithexcellentperformance.Thetwolearningmachineshavebeencomparedinthispaper,inordertogiveabetterchoicewhentheyareusedinpracticalapplication.First,ananalysisofthetwolearningmachinesusedinpat2ternrecognitionismadetheoretically.Secondly,thetwotypesoflearningmachines...
摘要I摘要径向基函数极限学习机(RBF-ELM:RadialBasisFunction-ExtremeLearningMachine)是极限学习机(ELM)的变体,它是针对径向基函数网络(RBFN:RBFNetwork)的训练算法。和极限学习机类似,它采用随机化的方法初始化RBF核函数的中心参数和宽度参数;用分析的方法确定RBF网络的权值。RBF核函数的两个参数都随机地生成,导致RBF...
训练RBF神经网络
PRML系列:1.1 多项式函数拟合 前言 此系列关于Pattern Recognition and Machine Learning的总结,博文记录一些在阅读过程中遇到的难点和自己的感悟。话不多说,直接进入正题吧。 正文 第一章第一节的内容关于多项式函数的拟合,假设我们给出了一系列的坐标点(x,y)们,可能是某个函数生成的,比如:y=sin(2πx),如下图...
LIBSVM是台湾大学林智仁(Lin Chih-Jen)教授等开发设计的一个简单、易于使用和快速有效的SVM模式识别与...