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Description: 用matlab设计的概率神经网络，内附演示程序-using Matlab design of probabilistic neural network, enclosing Demonstration Program
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Size: 13312 |
Author: 张炜云 |
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Description: 基于GMM的概率神经网络PNN具有良好的泛化能力，快速的学习能力，易于在线更新,并具有统计学的贝叶斯估计理论基础，已成为一种解决像说话人识别、文字识别、医疗图像识别、卫星云图识别等许多实际困难分类问题的很有效的工具。而且PNN不但具有GMM的大部分优点，还具有许多GMM没有的优点，如强鲁棒性，需要更少的训练语料，可以和其他网络其他理论无缝整合等。-GMM based probabilistic neural network PNN good generalization ability, the ability to learn fast, easy online updates, and with the Bayesian statistical theory based on estimates, and has become a solution as speaker recognition, text recognition, medical image recognition, satellite images and other real recognition when difficulties classification of very effective tool. But GMM PNN is not only the most advantages, but also has many advantages GMM not as strong robustness, require less training corpus, and other networks to other theories, such as seamless integration.
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Size: 7168 |
Author: 姜正茂 |
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Description: matlab写的神经网络的几个演示程序，有的是自己写的，有的是根据别人写的改的，bp、rbf、pnn、hopfield等-matlab neural network to write a few demo program, some wrote it myself, some other people to write in accordance with the change, bp, rbf, pnn, hopfield etc.
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Size: 7168 |
Author: billjie |
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Description: 用java实现了数学上的排列组合问题，包括Cmn,Pmn,Pnn三种排列组合的情况-Using java realize the mathematical permutation and combination issues, including the Cmn, Pmn, Pnn three permutation and combination of circumstances
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Size: 2048 |
Author: yang |
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Description: 概率神经网络翻译资料,较为详细的解说了PNN网络的特点和网络结构以及几种优化结构-Probabilistic neural network translation information, a more detailed explanation of the PNN network characteristics and network structure, as well as optimizing the structure of several
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Size: 876544 |
Author: 黄敏 |
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Description: 基于MATLAB实现的说话人识别程序，分别用bp、pnn、som、rbf、lvq等算法，对语音文件进行训练和测试，效果不错。~..~
下面说明一下bprengong程序：
数据分别用来训练和测试两部分。
具体程序分为两部分，第一部分为：计算识别模型 变量v是mfcc处理以后的矢量。因为数据可能长短不一，所以放在同一进行截取。p的每一行代表一个语音数据（共15个）。变量Pr为每一行的最大最小值。变量T为目标值。输出神经元个数为15。
在训练阶段，如果用于训练的输入训练样本的类别标号为i（即语音数据的标号），则训练时设第i个节点的期望输出设为1。其余节点期望输出均为0。
在识别时，当一个未知类别的样本作用到输入端时，考查各输出节点的输出，并将这个样本的类别判定为输出值最大的那个节点对应的类别。
-err
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Size: 658432 |
Author: wang |
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Description: 基于小波神经网络PNN 的说话人识别程序，希望对大家有所帮助-Based on Wavelet Neural Network PNN the speaker recognition process, and they hope to help everyone
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Size: 7168 |
Author: 张杰 |
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Description: Classify using a probabilistic neural network
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Size: 1024 |
Author: gj |
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Description: PNN又称为概率神经网络,它最初由数学家Specht于1990年提出,后经Master[1995]等不断发展和完善,已成功地应用于机器学习、人工智能、自动控制等众多领域.概率神经网络比多层前馈网络的数学原理简单,且易于实现-PNN is also known as the probabilistic neural network, which was first introduced by the mathematician Specht in 1990, after the Master [1995], such as the continuous development and improvement has been successfully applied to machine learning, artificial intelligence, automatic control and many other fields. Probabilistic neural network than the multi-layer feedforward network of simple math, and are easy to achieve
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Size: 8192 |
Author: piano |
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Description: pnn分类器算法，用MATLAB源码，可以进行分类。-pnn classifier algorithm, using MATLAB source code can be classified.
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Size: 1024 |
Author: wasd |
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Description: K-PNN Algorithm
a type of k nearest neighbor algorithm
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Size: 24576 |
Author: parisa |
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Description: 三组二维输入向量P，以及其相对应的三个类别TC，目的是构建一个PNN网络对输入向量进行正确分类。-Three sets of two-dimensional input vector P, and their corresponding three categories TC, aimed at building a PNN network correct classification of input vectors.
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Size: 1024 |
Author: 陈瑶 |
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Description: pnn神经网络算法，通过训练后，可实现对电力变压器故障的分类-pnn neural network algorithm, by training, can be realized on the power transformer fault classification
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Size: 2048 |
Author: michael |
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Description: 概率神经网络的分类预测-基于PNN变压器故障诊断，基于神经网络的matlab参考代码。-Probabilistic neural network classification prediction- PNN-based transformer fault diagnosis, based on neural network matlab reference code.
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Size: 3072 |
Author: 陈虹志 |
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Description: I used the newpnn function to create a PNN, then used the sim
function to classify the the training data set, which was used to
create the neural network.
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Size: 1024 |
Author: soroosh |
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Description: 概率神经网络PNN的MATLAB实现，有详细的说明-Probabilistic neural network PNN in MATLAB implementation, a detailed description of
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Size: 14336 |
Author: hudingyin |
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Description: 概率神经网络的分类预测,基于PNN变压器故障诊断(Probabilistic neural network classification prediction based on PNN transformer fault diagnosis)
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Size: 2048 |
Author: 扬帆起航666
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Description: 基于pnn神经网络分类实现风机故障诊断，使用了互熵滤波器(Wind turbine fault diagnosis based on pnn neural network classification using a cross-entropy filter)
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Size: 303104 |
Author: 爱你千百回 |
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Description: RBF、GRNN和PNN神经网络课程，PPT，以及程序代码，希望对你有用！(RBF, GRNN and PNN neural network courses, PPT, and program code, I hope useful for you!)
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Size: 783360 |
Author: Han_nah |
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Description: 能够实现RBF,GRNN和PNN神经网络的案例，一个是RBF-近红外光谱汽油辛烷值预测，GRNN，PNN-鸢尾花种类识别。代码和数据均有，直接可以拿来使用。(These are cases of RBF, GRNN and PNN neural networks can be realized. One is RBF-NIR spectroscopy gasoline octane prediction, GRNN, PNN-Iris species identification. Both code and data are available and can be used directly.)
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Size: 226304 |
Author: 悠嘻猴岁月 |
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