Description: 感知机程序c语言编写，用于分类的算法，比较典型的神经网络算法-Perceptron c written procedures for the classification algorithm, the typical neural network algorithm Platform: |
Size: 3072 |
Author:于大雷 |
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Description: 本程序实做MLP(Multi-layer perceptron)算法，使用者可以自行设定训练数据集与测试数据集，将训练数据集加载，在2、3维下可以显示其分布状态，并分别设定键节值、学习率、迭代次数来训练其类神经网络，最后可观看辨识率与RMSE（Root Mean squared error）来判别训练是否可以停止。-This procedure is to do MLP (Multi-layer perceptron) algorithm, the user can set their own training data set and test data sets, the training data set is loaded, in the 2,3-dimensional display of their distribution, and were set key section of the value of learning rate, number of iterations to train the neural network can watch the final recognition rate and the RMSE (Root Mean squared error) to determine whether the training can stop. Platform: |
Size: 1213440 |
Author:楊易 |
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Description: 模式识别中K均值、ISODATA等聚类算法以及感知器线性判别算法的Java实现，源码包含一个完整的Eclipse工程，便于重用-Pattern Recognition in the K-means, ISODATA clustering algorithm, etc., as well as Linear Discriminant Perceptron Algorithm Java realized, contains a complete source Eclipse project, to facilitate reuse Platform: |
Size: 351232 |
Author:YSH |
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Description: In this demo, I use the EM algorithm with a Rauch-Tung-Striebel smoother and an M step, which I ve recently derived, to train a two-layer perceptron, so as to classify medical data (kindly provided by Steve Roberts and Will Penny from EE, Imperial College). The data and simulations are described in: Nando de Freitas, Mahesan Niranjan and Andrew Gee Nonlinear State Space Estimation with Neural Networks and the EM algorithm After downloading the file, type "tar -xf EMdemo.tar" to uncompress it. This creates the directory EMdemo containing the required m files. Go to this directory, load matlab5 and type "EMtremor". The figures will then show you the simulation results, including ROC curves, likelihood plots, decision boundaries with error bars, etc. WARNING: Do make sure that you monitor the log-likelihood and check that it is increasing. Due to numerical errors, it might show glitches for some data sets.
-In this demo, I use the EM algorithm with a Rauch-Tung-Striebel smoother and an M step, which I ve recently derived, to train a two-layer perceptron, so as to classify medical data (kindly provided by Steve Roberts and Will Penny from EE, Imperial College). The data and simulations are described in: Nando de Freitas, Mahesan Niranjan and Andrew Gee Nonlinear State Space Estimation with Neural Networks and the EM algorithm After downloading the file, type "tar-xf EMdemo.tar" to uncompress it. This creates the directory EMdemo containing the required m files. Go to this directory, load matlab5 and type "EMtremor". The figures will then show you the simulation results, including ROC curves, likelihood plots, decision boundaries with error bars, etc. WARNING: Do make sure that you monitor the log-likelihood and check that it is increasing. Due to numerical errors, it might show glitches for some data sets.
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Size: 197632 |
Author:晨间 |
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Description: 本程序采用感知器算法进行分类设计，采用Borland C++ Builder 6.0进行编程实现。 -This procedure used to classify perceptron algorithm design, the use of Borland C++ Builder 6.0 programming realize. Platform: |
Size: 375808 |
Author: |
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Description: 这里的几篇文章都是关于感知器算法的文章，如有感兴趣的可以来share！-Here are several articles on the Perceptron Algorithm article, if interested can come to share! Platform: |
Size: 4228096 |
Author:李萍 |
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Description: 利用感知器算法实现逻辑或和逻辑与功能,实现成功-Perceptron algorithm using the logical or and logical and functions, to achieve successful Platform: |
Size: 115712 |
Author:王新 |
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Description: 几个模式识别的作业程序，自己写的。望指教哦，内容有感知器算法、多类感知器算法以及K均值算法-Several pattern recognition procedures, wrote it myself. Advice Oh look, the contents of perceptron algorithm, multi-sensor algorithm, as well as K-means algorithm Platform: |
Size: 2048 |
Author:天命 |
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Description: 壓縮檔含.txt檔供各位載入後參考，本檔案為使用perceptron與pocket algorithm做classification的工具。-Zip file containing. Txt file for reference, after you load this file to use the perceptron with the pocket algorithm to do classification tool. Platform: |
Size: 650240 |
Author:Heather Chen |
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Description: 构造一个基于感知器学习算法的神经学习系统利用一编程语言建立一个基于感知器/BP学习算法的神经学习系统。-Construct a perceptron learning algorithm based on neural learning system using a programming language to build a device based on the perception/BP learning algorithm for neural learning system. Platform: |
Size: 31744 |
Author:wony |
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Description: W-H算法和感知器算法，VC6下的一个基于对话框的实现了数据的分类小的程序-WH algorithm and the Perceptron Algorithm, VC6 under the implementation of a dialog-based data classification procedures for small- Platform: |
Size: 33792 |
Author:宋天明 |
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Description: 这个程序也很不错哟，大家赶快来下载吧，是模式识别中的感知器算法-This procedure is also very good yo, we hurry to download it, is a pattern recognition algorithm for the perceptron Platform: |
Size: 50176 |
Author:谈笑 |
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Description: 该程序为matlab程序，共有三个文件，dataC.m为程序入口，实现功能对50组数据用k均值算法进行分类，再对40组数据用感知器算法训练，然后用训练得到的判别函数对剩下10组数据分类，最后与原始分类做差比较，若分类无误，则全显示为0.-Matlab program on the program, a total of three files dataC.m for program entry features 50 sets of data with k-means algorithm to classify 40 sets of data with the training of the perceptron algorithm, and then using the trained discriminant function The remaining 10 sets of data classification, and finally with the original classification poor comparison, if the classification is correct, then the whole show. Platform: |
Size: 3072 |
Author:阿书 |
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Description: 已知两类训练样本为
设 ,用感知器算法求解判别函数，并绘出判别界面。-Known types of training samples set, with the Perceptron Algorithm discriminant function, and draw the discriminant interface. Platform: |
Size: 1024 |
Author:xuan |
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Description: 通过感知器算法分类鸢尾花（三类分类），由于感知器算法是二类分类器，所以三类分类需要两两对比。-Classification of iris by perceptron algorithm (three classifications)Since the perceptron algorithm is a class 2 classifier, three classifications require a pairwise comparison. Platform: |
Size: 2048 |
Author:黄瑾 |
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