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Description: 多层感知器(MLP)(BP算法训练)、径向基函数网络(RBF网络)、支持向量机(SVM)对2D Mexican Hat、Gabor、Friedman 以及Polynomial等几种函数数据集进行回归和预测-multilayer perceptron (MLP) (BP algorithm training), RBF network (RBF), Support Vector Machine (SVM) to 2D Mexican Hat, Gabor, Friedman Polynomial and several other data sets function regression and forecasting
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Size: 1483984 |
Author: 张毅 |
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Description: 多层感知器(MLP)(BP算法训练)、径向基函数网络(RBF网络)、支持向量机(SVM)对2D Mexican Hat、Gabor、Friedman 以及Polynomial等几种函数数据集进行回归和预测-multilayer perceptron (MLP) (BP algorithm training), RBF network (RBF), Support Vector Machine (SVM) to 2D Mexican Hat, Gabor, Friedman Polynomial and several other data sets function regression and forecasting
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Size: 1483776 |
Author: 张毅 |
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Size: 3072 |
Author: 胡朋 |
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Description: Matlab 下 BP 神经网络的举例及详细说明。美国大学的一个实验。 虽然是 PDF文件，但程序可以直接粘贴下来运行。-The process to train and test a designed MLP neural network :
1) We make training patterns and test patterns.
2) A network architecture should be defined by newff MATLAB function with the
number of layers, neurons and transfer functions.
3) The defined neural network architecture is trained by train MATLAB function with
input patterns and training parameters.
4) We can easily check the result by using a sim MATLAB function.
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Size: 100352 |
Author: zhulz |
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Size: 2048 |
Author: Steve |
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Description: 多层感知器神经网络，BP神经网络的Visual C++ 2008源代码程序，一个外国人写的，很好用。需要一定的编程基础才能看懂.-MLP neural network, BP neural network Visual C++ 2008 source code program, a foreigner, is useful. Need to understand some basics of programming.
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Size: 28672 |
Author: LiuKe |
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Description: 人工神经网络ANN多层感知器BP神经网络算法的C#源代码，一个外国人编写，供大家研究学习使用。-ANN artificial neural network MLP BP neural network algorithm C# source code, a foreigner writing for everyone to learn.
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Size: 831488 |
Author: LiuKe |
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Description: 用matlab编程实现多层感知器带动量项的批处理BP算法
-Programming using matlab MLP driven batch BP algorithm the amount of items
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Size: 1024 |
Author: 山水 |
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Description: 用matlab实现神经网络多层感知器单样本训练BP算法。-Neural network using matlab to achieve a single sample training MLP BP algorithm.
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Size: 1024 |
Author: 山水 |
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Description: 这是利用神经网络进行二分类的程序，训练过程采用bp.工程中包含训练文件和测试文件。-This is for two neural network classification procedure, the training process using bp. Project includes training documents
And test files.
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Size: 413696 |
Author: wsx |
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Description: 多层感知器MLP网络以及BP算法，实现了对非线性函数的逼近，matlab进行编程-failed to translate
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Size: 7168 |
Author: laixiaohan |
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Description: 几种常见的神经网络的matlab实现，包括BP网络，RBF网络，MLP网络，线性网络。-Several common neural network matlab implementation, including the BP network, RBF network, the MLP networks, linear networks.
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Size: 4096 |
Author: liuwei |
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Description: 三道题，包括1：用多层感知器（MLP）神经网络误差反向传播（BP）算法实现异或问题:2：用奇阶互补法设计两带滤波器组(高、低通互补)，进而实现四带滤波器组 3：估计其功率谱-Three questions, including: 1 using multilayer perceptron ( MLP ) neural network and error back propagation ( BP ) algorithm to realize the XOR problem: 2: the odd order complementary method in the design of two-band filters ( complementary high, low pass ), so as to realize the four band filter group 3: to estimate the power spectrum
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Size: 106496 |
Author: 严菲 |
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Description: BP神经网络算法实现
批量处理的BP算法，隐层数为1
Z为特征向量组成的矩阵，n*m维，一行为一个样本
labZ为数据的类别，n*1维，每行对应样本的类别
M为隐层节点个数，T为迭代次数上限，
epsilon为用于判断收敛的误差值，eta为学习率
W1为输入到隐层的权重，M*m维，B1为偏差，也就是乘以1的那个权重，M*1维
W2为隐层到输出的权重，c*M维，B2意义同B1，c*1维
estored为MLP的均方误差，每行是一次的误差
miscl为分类误差，每行是一次的误差-BP neural network algorithm
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Size: 1024 |
Author: 裴唯一 |
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Description: 请用多层感知器（MLP）神经网络误差反向传播（BP）算法实现异或问题（输入为，要求可以判别输出为0或1），并画出学习曲线。其中，非线性函数采用S型Logistic函数。-Please use the Multilayer Perceptron (MLP) back propagation neural network (BP) algorithm XOR problem (input is required to determine the output is 0 or 1), and draw the learning curve. Among them, the non-linear function using S-type Logistic functions.
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Size: 1024 |
Author: 李丽红 |
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Description: BP神经网络，可直接替换数据使用，方便快捷-Back Propagation+ MLP
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Size: 1024 |
Author: 李亦伦 |
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Description: neural network multilayer persptron trained by backpropagation
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Size: 201026 |
Author: rafal@hussain |
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Description: 多层感知机能够学习并预测神经网络结构等，对故障程度进行预测(The multilayer perceptron can learn and predict the neural network structure and so on, to predict the degree of failure.)
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Size: 6144 |
Author: 愤怒的周枪
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