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Description: This book is about the use of artificial neural networks for supervised learning problems. Many such problems occur in practical applications of artificial neural networks. For example, a neural network might be used as a component of a face recognition system for a security appli-
cation. After seeing a number of images of legitimate users' faces, the network needs to determine accurately whether a new image corresponds to the face of a legitimate user or an imposter. In other applications, such as the prediction of future price of shares on the stock exchange, we may require a neural network to model the relationship between a pattern and a real-valued quantity.
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Author: kj5566 |
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Description: Kalman Filtering and Neural networks
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Size: 4045824 |
Author: 东方明 |
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Description: 用Java编写的基于Kohonen神经网络的OCR-Java prepared by the Kohonen neural network-based OCR
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Size: 32768 |
Author: 张华 |
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Description: 《M-files for "Neural Networks"》神经网络的一些MATLAB源程序，M-files for demos, exercises, and implementations.
作者：Herve Abdi -"M-files for" Neural Networks "," some of the neural network MATLAB source, M-files for demos, exercises, and implementations. Author : Herve Abdi
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Size: 60416 |
Author: 李岩 |
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Description: 《模糊ART和模糊ARTMAP 神经网络》这些文件包允许你创建、训练、测试模糊ART和模糊ARTMAP神经网络。
作者: Aaron Garre-"vague and ambiguous ARTMAP ART neural network" These packages allow you to create, training, testing and Fuzzy Fuzzy ART ARTMAP neural networks. Author : Aaron Garre
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Size: 17408 |
Author: 李岩 |
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Description: 一个用MATLAB写的ART1神经网络原代码-a MATLAB write ART1 neural network original code!
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Size: 198656 |
Author: 余建波 |
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Description: 一个老外写的CMAC Neural Network源代码和说明-written by a foreigner CMAC Neural Network source code and annotations
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Size: 168960 |
Author: 玉晶 |
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Description: about neural network agorithm
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Size: 11264 |
Author: sam |
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Description: bp神经网络算法是解决最优化问题的先进算法之一，本论文讨论了神经网络中使用最为广泛的前馈神经网络。其网络权值学习算法中影响最大的就是误差反向传播算法（back-propagation简称BP算法）。BP算法存在局部极小点，收敛速度慢等缺点。基于优化理论的Levenberg-Marquardt算法忽略了二阶项。该文讨论当误差不为零或者不为线性函数即二阶项S(W)不能忽略时的Hesse矩阵的近似计算，进而训练网络。-bp neural network algorithm to solve optimization problems, one of the advanced algorithm, the paper discusses the neural network in the most widely used feed-forward neural network. Its network weights learning algorithm in the greatest impact is the error back-propagation algorithm (back-propagation algorithm referred to as BP). BP algorithm for the existence of local minimum points, such as the shortcomings of slow convergence. Optimization theory based on the Levenberg-Marquardt algorithm ignores the second-order item. In this paper, the discussion when the error is not zero or not that is second-order linear function of S (W) can not be ignored when the Hesse matrix of approximate calculation, and then training the network.
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Size: 19456 |
Author: 刘慧 |
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Description: 小波神经网络好文章！A method for fault detection is proposed using a trained neural network as the nominal
model of the system to be monitored. Partial physical knowledge, if available, can be combined
with the nominal model to perform fault isolation.-WNN good article! A method for fault detection is proposed using a trained neural network as the nominalmodel of the system to be monitored. Partial physical knowledge, if available, can be combinedwith the nominal model to perform fault isolation.
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Size: 369664 |
Author: troy |
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Description: FPGA神经网络设计（影印本），全英文，很有用-FPGA neural network design (photocopies), all in English, very useful
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Size: 3940352 |
Author: ln |
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Description: 每一个训练范例在网络中经过两遍传递计算：一遍向前传播计算，从输入层开始，传递各层并经过处理后，产生一个输出，并得到一个该实际输出和所所需输出之差的差错矢量；一遍向反向传播计算，从输出层至输入层，利用差错矢量对权值进行逐层修改。BP算法有很强的数学基础，戏剧性地扩展了神经网络的使用范围，产生了许多应用成功的实例，对神经网络研究的再次兴起过很大作用。
-Each training example in the network passing through the calculation twice: once to move the spread of computing, from the beginning of input layer, transmission floors and processed to produce an output, and a the actual output and the difference between the desired output error vector again to reverse the spread of computing, from the output layer to the input layer, using error vector values of the right to amend the layers. BP algorithm has a strong mathematical foundation, dramatically expanded the use of neural networks, resulting in a number of successful examples of application of neural network research have a significant role in the rise once again.
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Size: 1024 |
Author: 军军 |
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Description: c++ neural networks and fuzzy logic-c++ neural networks and fuzzy logic
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Size: 2046976 |
Author: jason |
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Description: 本程序是在MATLAB环境采用来对人工神经网络简单实现。-This procedure is used in the MATLAB environment to achieve a simple artificial neural network.
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Size: 4096 |
Author: 方奎 |
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Description: 利用Hopfield 神经网络联想记忆的功能, 对有噪声干扰的字母进行识别-Using Hopfield neural network associative memory function, there is noise interference on the letters to identify
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Size: 227328 |
Author: feijihm |
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Description: 根据神经网络的算法对三幅训练图像和测试图像进行识别。-According to neural network training algorithm for three test images and image recognition.
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Size: 44032 |
Author: xjzhang101 |
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Description: 神经网络算法的FPGA实现，英文版，具有很强的实用价值-Neural network algorithm to achieve the FPGA, in English, has a strong practical value
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Size: 3942400 |
Author: HENRRY |
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Description: 严格按照BP网络计算公式来设计的一个matlab程序,对BP网络进行了优化设计-Neural Network——BP
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Size: 3072 |
Author: 张刚 |
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Description: MATLAB 神经网络用于英文字母图像和数字的识别源程序-MATLAB neural network for images and the number of letters of the alphabet to identify the source
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Size: 227328 |
Author: 吕文华 |
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Description: image separation using neural net
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Size: 96256 |
Author: waqar |
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