Description: 关于神经网络及其应用的一本电子书，里面包含了一些基本的网络模型的说明如联想记忆，随机神经网络模型等等还有他们的应用及其计算机实现的一些源码-on neural networks and applications of an electronic book, which contains some basic network model stating associative memory, random neural network model, etc. There is also the application and the computer source code Platform: |
Size: 3746595 |
Author:朱圣盼 |
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Description: 《神经网络设计》的电子版，主要介绍了神经网络的基本结构和学习规则，重点是对这些神经网络的数学分析、训练方法和神经网络在模式识别、信号处理以及控制系统等工程实践问题中的应用。-"neural network design," The electronic version, introduced a neural network to learn the basic structure and rules, the focus is on neural network analysis, training methods and neural networks in pattern recognition, signal processing and control system engineering practices in the application. Platform: |
Size: 6696960 |
Author:何琦 |
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Description: Matlab神经网络应用设计.pdf Matlab应用系列电子图书 闻新、周露等编著！科学出版社 2001年出版！-Matlab neural network application design. Pdf Matlab Application series of new electronic books Wen, Zhou Lu edited! Science Publishing House published in 2001! Platform: |
Size: 11956224 |
Author:李秘 |
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Description: 关于神经网络及其应用的一本电子书，里面包含了一些基本的网络模型的说明如联想记忆，随机神经网络模型等等还有他们的应用及其计算机实现的一些源码-on neural networks and applications of an electronic book, which contains some basic network model stating associative memory, random neural network model, etc. There is also the application and the computer source code Platform: |
Size: 3746816 |
Author:朱圣盼 |
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Description: B.Aazhang写的一篇论文，第一次提出了神经网络如何在应用多用户检测中。-B. Aazhang write a thesis, the first time how the neural networks in the application of multi-user detection. Platform: |
Size: 1095680 |
Author: |
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Description: 应用遗传算法与类神经网络于混沌系统之辨识.pdf-application of genetic algorithms and neural networks in the chaotic system of identification. Pdf Platform: |
Size: 303104 |
Author:肖晨光 |
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Description: 本文分析小波神经网络的特点重点研究在电力负荷预测中连续小波神经网络与BP神经网络相比具有的优缺点对认识和应用小波神经网络具有重要意义算例表明在网络结构相同的情况下连续小波神经网络比BP神经网络具有更高的预测精度-wavelet analysis of this neural network research focused on the characteristics of the power load forecasting continuous wavelet neural network and BP Neural networks have their advantages and disadvantages compared to the understanding and application of wavelet neural networks is of great significance example shows the network structure with the continuous wavelet neural network than BP neural network has a higher accuracy of prediction Platform: |
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Author:bluebowl |
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Description: 书名为《Matlab神经网络工具箱应用简介》。通过阅读这篇文档即能对Matlab中的神经网络工具箱的使用有所了解。-book entitled "Neural Networks Toolbox Matlab Application Profile." By reading this document that is able to Matlab neural network toolbox is the use of understanding. Platform: |
Size: 285696 |
Author:Loretta Wu |
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Description: Web数据挖掘作为数据挖掘技术和Internet应用研究相结合的研究领域，涉及机器学习、数理统计、数据库、神经网络、模式识别、粗糙集、模糊数学等人工智能相关技术，目前已经发展成为一个受到社会各界关注的研究热点。-Web Data Mining as a data mining technology and Internet application that combines research involving machine learning, mathematical statistics, databases, neural networks, pattern recognition, rough sets, fuzzy mathematics, such as artificial intelligence-related technologies, has now been developed into a society concern of the hot spots from all walks of life. Platform: |
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Author:梁旭 |
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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. Platform: |
Size: 1024 |
Author:军军 |
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Description: 人工神经网络算法研究及应用 田景文.包括神经网络、遗传算法、小波网络、模拟退火算法和支持向量机，清晰易懂，非常值得一看。-Artificial Neural Network Algorithm Research and Application田景文. Including neural networks, genetic algorithms, wavelet networks, simulated annealing algorithm and support vector machine, clear and easy to understand, is a must see. Platform: |
Size: 8607744 |
Author:yt |
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Description: Matlab神经网络工具箱应用简介
神经网络已经在各个领域中应用，以实现各种复杂的功能。这些领域包括：模式识别、
鉴定、分类、语音、翻译和控制系统。
如今神经网络能够用来解决常规计算机和人难以解决的问题。我们主要通过这个工具箱
来建立示范的神经网络系统，并应用到工程、金融和其他实际项目中去。-Matlab neural network toolbox application profile neural network has been applied in various fields in order to achieve a variety of complex functions. These areas include: pattern recognition, identification, classification, voice, translation and control systems. Today neural networks can be used to conventional computers and people to solve difficult problems. We mainly through the toolbox to create a model of neural network systems, and applied to the engineering, financial and other practical projects. Platform: |
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Author:sff |
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Description: 本文为通信专业硕士研究生的毕业论文。主要研究神经网络的FPGA实现及其在网络拥塞控制中的应用。
-In this paper, for the communications professional Master s thesis. Major study of the FPGA realization of neural networks and its application in network congestion control applications. Platform: |
Size: 1291264 |
Author:张三 |
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Description: 两本神经网络方面的经典电子书
人工神经网络导论.pdf
人工神经网络实用教程.pdf
神经网络是智能控制技术的主要分支之一。本书的主要内容有：神经网络的概念，神经网络的分类与学习方法，前向神经网络模型及其算法，改进的BP网络及其控制、辨识建模，基于遗传算法的神经网络，基于模糊理论的神经网络，RBF网络及其在混沌背景下对微弱信号的测量与控制，反馈网络，Hopfield网络及其在字符识别中的应用，支持向量机及其故障诊断，小波神经网络及其在控制与辨识中的应用。-Two neural networks classic book Introduction to Artificial Neural Networks. Pdf Practical Guide artificial neural network. Pdf neural network is the intelligent control technology, one of the main branch. The main contents of this book are: the concept of neural networks, neural network classification and learning methods, the former to the neural network model and its algorithm, the improved BP network and its control, recognition modeling, based on genetic algorithm neural network, based on fuzzy the theory of neural network, RBF network and its application in the context of chaotic signals of weak measurement and control, feedback network, Hopfield Network and Its Application in character recognition, support vector machine and its fault diagnosis, wavelet neural network and its application in control and identification applications. Platform: |
Size: 7793664 |
Author:梁健 |
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Description: 人工神经网络(Aartificial Neural Network，下简称ANN)是模拟生物神经元的结构而提出的一种信息处理方法。早在1943年，已由心理学家Warren S.Mcculloch和数学家Walth H.Pitts提出神经元数学模型，后被冷落了一段时间，80年代又迅猛兴起［1］。ANN之所以受到人们的普遍关注，是由于它具有本质的非线形特征、并行处理能力、强鲁棒性以及自组织自学习的能力。其中研究得最为成熟的是误差的反传模型算法(BP算法，Back Propagation)，它的网络结构及算法直观、简单，在工业领域中应用较多。-Artificial Neural Networks (Aartificial Neural Network, under the short title of ANN) is a simulation of the structure of biological neurons and the information put forward a method of treatment. At early 1943, by Warren S. Mcculloch psychologists and mathematicians Walth H. Pitts proposed mathematical model of neurons, was left out in the cold for some time, and the rapid rise of the 80' s [1]. ANN because the general concern of the people is the essence of it is because of the non-linear characteristics of parallel processing capabilities, strong robustness and self-organizing capacity of self-learning. Research one of the most sophisticated are the error-propagation model of the algorithm (BP algorithm, Back Propagation), its network structure and algorithm for intuitive, simple, application in the industrial field more. Platform: |
Size: 159744 |
Author:pjh |
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Description: 摘要图像特征的提取是视觉图像识别的重要方法之一，采用细胞神经网络（&’’）并行处理器进行图像特征的提取
具有实时快速的优点。该文将介绍&’’ 并行处理器的基本工作原理及其实现图像特征处理的逻辑组合通用方法，并以
图像的纹理分割与识别为例来说明&’’ 并行处理器应用于视觉图像识别的通用编程方法。-Abstract image feature extraction is a visual image to identify one of the important ways, the use of cellular neural networks for parallel processors (& ' ' ) image feature extraction with the advantages of rapid real-time. This paper will introduce & ' ' parallel processors to achieve the basic working principle and characteristics of image processing method of the logic combination of GM and image texture segmentation and recognition as an example to illustrate the application of parallel processors & ' ' visual image recognition General programming method. Platform: |
Size: 1100800 |
Author:martin |
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Description: 目标跟踪基础入目书一 _重点看之一神经网络跟踪理论及应用电子书-target tracking Look at one of the key theory and application of neural networks to track e-book Platform: |
Size: 1821696 |
Author:李军 |
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Description: 为了选择神经网络的最好结构以及增强模型的推广能力，提出一种自适应支持向量回归神经网络(SVR—NN)。SVR—NN 用支持向量回归(SVR)方法获得网络的初始结构和权值， 白适应地生
成网络隐层结点，然后用基于退火过程的鲁棒学习算法更新网络结点疹教和权 主。 SVR—NN有很
好的收敛性和鲁棒性，能抑制由于数据异常和参数选择不当所导致的“过拟合，’现象。将SVR—NN
应用到时间序列预测上。结果表明，SVR．NN预测模型能精确地预测混沌时间序列，具有很好的
理论和应用价值。-Abstract：To select the‘best’structure of the neural networks and enhance the generalization ability of models．a support
vector regression neural networks fSVR-NN)was proposed．Firstly，support vector regression approach was applied to
determine initial structure and initial weights of SVR．NN SO that the number of hidden layer nodes can be constructed
adaptively based on support vectors．Furthermore，an annealing robust learning algorithm was further presented to fine
tune the hidden node parameters and weights of SVR一ⅣM The adaptive SVR．NN has faSt convergence speed and robust
capability．and it can also suppress the ‘orerfitting’phenomena when the train data ncludes outliers．The adaptive
SVR．NN was then applied to time series prediction．Experimental results show that the adaptive SVR．ⅣⅣ can accurately
predict chaotic time series，and it iS valuable in both theory and application aspects． Platform: |
Size: 316416 |
Author:11 |
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