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: 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: 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: 一个简单的感知器算法，同样，对于学习模式识别的朋友会非常有用-A simple perceptron algorithm, and similarly, for learning pattern recognition will be very useful friends Platform: |
Size: 71680 |
Author:陈龙 |
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Description: 感知器算法分类器，感知器是一种双层神经网络模型，一层为输入层，另一层具有计算单元，可以通过监督学习建立模式判别的能力-Perceptron Algorithm classifier, perceptron neural network model is a double layer of input layer, another layer with a calculation unit, you can determine by monitoring the ability of learning to build models Platform: |
Size: 1024 |
Author:xiaozhuang |
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Description: 感知器 算法训练二元线性分类器。结构体数据使用感知器学习规则
找到给定的二分类标签数据超平面。
-PERCEPTRON Perceptron algorithm to train binary linear classifier.
Synopsis:
model = perceptron(data)
model = perceptron(data,options)
model = perceptron(data,options,init_model)
Description:
model = perceptron(data) uses the Perceptron learning rule
to find separating hyperplane from given binary labeled data.
model = perceptron(data,options) specifies stopping condition of
the algorithm in structure options:
.tmax [1x1]... maximal number of iterations.
If tmax==-1 then it only returns index (model.last_update)
of data vector which should be used by the algorithm for updating
the linear rule in the next iteration.
model = perceptron(data,options,init_model) specifies initial model
which must contain:
.W [dim x 1] ... normal vector.
.b [1x1] ... bias of hyperplane.
.t [1x1] (optional) ... iteration number.
Input:
data [struct] Labeled (binary) training data.
.X [dim x num Platform: |
Size: 2048 |
Author:zoujijin |
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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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