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: 本文的题目是基于分形和遗传算法的人脸识别方法，对有限人群提出一种采用分形特征和遗传聚类的识别方法: 将图像分成很多小区域, 分别计算各个区域的分形特征, 以充分利用图像二维信息 同一个模式有多个样本, 通过遗传算法进行聚类以得到最优解实现不变性识别. 最后采用ORL 人脸图像库的一组图像对比了新方法、本征脸法和自联想神经网络方法, 结果表明该方法的识别率, 与本征脸法相似, 比自联想神经网络高.-The title of this article is based on fractal and genetic algorithms for face recognition method, a crowd of limited use of fractal characteristics and the identification of genetic clustering methods: the image is divided into many small regions, each region were calculated fractal characteristics, to take full advantage of two-dimensional image information with a model for a number of samples, through the genetic clustering algorithm in order to obtain the optimal solution to achieve invariant recognition. Finally, using ORL face image database of a group of image contrast of the new methods, eigenface law and auto-associative neural network methods, results show that the method of recognition rate, with the eigenface method is similar to auto-associative neural network than high. Platform: |
Size: 380928 |
Author:阳关 |
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Description: 介绍神经网络的PDF文档，相当一个教程，也许对大家有所帮助-Neural network introduced PDF documents, quite a tutorial, it may be helpful to everyone Platform: |
Size: 600064 |
Author:戴仲毅 |
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Description: 本文在研究协同神经网络梯度动力学过程的基础上,针对学习过程收敛速度缓慢的缺点,提出了一种改进的基于梯度动力学的协同神经网络学习算法。-In this paper, the study of Synergetic Neural Networks gradient dynamic processes on the basis of the learning process for the shortcomings of slow convergence speed, an improved gradient-based Dynamics of Synergetic Neural Network Learning Algorithm. Platform: |
Size: 448512 |
Author:jingjing |
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Description: Joone神经网络开源－－框架完全手册，但是，是英文的。不过很值得一看，-Joone neural network revenue- the framework of full manual, however, is English. But it is worth a visit, Platform: |
Size: 1288192 |
Author:张健 |
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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: 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.
Platform: |
Size: 100352 |
Author:zhulz |
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Description: 几篇关于神经网络的文章，结合遥感图像的特性，介绍了人工神经网络在遥感图像分类中的作用-Several articles on the neural network, combined with the characteristics of remote sensing images on the artificial neural networks in remote sensing image classification in the role of Platform: |
Size: 1088512 |
Author:sun |
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Description: 本资料为神经网络模式识别及其应用的中文版，其中，介绍了模式识别方面的基础知识，以及神经网络的应用，并且给出了C++代码的实现。非常适合入门。-This information and the application of neural network pattern recognition of the Chinese version, which introduced the basic knowledge of pattern recognition and neural network applications, and gives the C++ code to achieve. Very suitable for entry. Platform: |
Size: 3058688 |
Author:peter |
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Description: pdf for fingerprint from ieee include:
PIPELINED MINUTIAE EXTRACTION FROM FINGERPRINT IMAGES
A Novel Principal Component Analysis Neural Network Algorithm for Fingerprint Recognition
in Online Examination System
Processing of Distorted Fingerprints with use of Three-Rate
Hybrid Kohonen Neural Networks
nad etc Platform: |
Size: 21190656 |
Author:ali |
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Description: haykin的神经网络原理，包括pdf文件和书中附带的matlab源码-haykin of neural network theory, including pdf files and books with the matlab source Platform: |
Size: 18779136 |
Author:kpg |
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