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Description: Hopfield网络解决TSP问题的matlab求解,能出图的
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Size: 1495 |
Author: t330481@163.com |
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Description: 运用MATLAB语言编写的连续型霍普菲尔德网络-using MATLAB prepared by the continuous Hopfield network
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Size: 2048 |
Author: 陈雷 |
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Description: Hopfield 网——擅长于联想记忆与解迷路 实现H网联想记忆的关键,是使被记忆的模式样本对应网络能量函数的极小值。 设有M个N维记忆模式,通过对网络N个神经元之间连接权 wij 和N个输出阈值θj的设计,使得: 这M个记忆模式所对应的网络状态正好是网络能量函数的M个极小值。 比较困难,目前还没有一个适应任意形式的记忆模式的有效、通用的设计方法。 H网的算法 1)学习模式——决定权重 想要记忆的模式,用-1和1的2值表示 模式:-1,-1,1,-1,1,1,... 一般表示: 则任意两个神经元j、i间的权重: wij=∑ap(i)ap(j),p=1…p; P:模式的总数 ap(s):第p个模式的第s个要素(-1或1) wij:第j个神经元与第i个神经元间的权重 i = j时,wij=0,即各神经元的输出不直接返回自身。 2)想起模式: 神经元输出值的初始化 想起时,一般是未知的输入。设xi(0)为未知模式的第i个要素(-1或1) 将xi(0)作为相对应的神经元的初始值,其中,0意味t=0。 反复部分:对各神经元,计算: xi (t+1) = f (∑wijxj(t)-θi), j=1…n, j≠i n—神经元总数 f()--Sgn() θi—神经元i发火阈值 反复进行,直到各个神经元的输出不再变化。-Hopfield network-- good at associative memory solution with the realization of lost H associative memory networks, are key to bringing the memory model samples corresponding network energy function of the minimum. With M-N-dimensional memory model, the network N neurons connect between right wij and N output threshold j design makes : M-mode memory corresponding to the network is a state network energy function is the M-000 minimum. More difficult, it is not an arbitrary form of adaptation memory model of effective, common design methods. H network algorithm 1) mode of learning-- decision weights want memory model, with 1 and 2 of the value of a model, said :-1, 1, 1, 1 ,1,1, ... in general : two were arbitrary neuron j i weights between : wij ap = (i) ap (j), p = 1 ... p; P : The tot
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Size: 11264 |
Author: 韵子 |
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Description: 基于matlab的hopfield神经网络识别带噪声字母的源代码,很经典!-based on Matlab hopfield neural network recognition of the alphabet with the noise source, classic!
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Size: 31744 |
Author: 薛 |
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Description: 对于含有噪声的的数字图像模式“1、2、3、4”,使用“hopfield”神经网络,进行联想、识别,以去除噪声的影响。-for containing noise of the digital image model "1,2,3,4", "hopfield" neural network, Lenovo, identification, in order to remove noise impact.
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Size: 2048 |
Author: 潘盼 |
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Description: 人工神经网络实验之一,用Hopfield网络解决旅行商问题。文件中除源程序外还有word文档对算法,理论,问题描述,实验结果,实验分析的完整介绍-experimental artificial neural network, Hopfield network Traveling Salesman Problem. Apart from the source document but also have a word document of the algorithm theory, and the problem description, experimental results, experimental analysis of the complete briefing
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Size: 94208 |
Author: 李琳 |
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Description: 该程序比较人性化,有个友好界面,能加载图像,并根据图像训练Hopfield神经网络,你也可以通过添加噪声给图像,以判断它的识别率。-Comparison of the program user-friendly, has a friendly interface that can load images, and in accordance with the training images Hopfield neural network, you can also add noise to images, to determine its recognition rate.
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Size: 8192 |
Author: 林盈 |
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Description: 利用Hopfield网络的联想矩阵对包含噪声的0~9十个数字图象进行联想识别。-The use of Hopfield networks Lenovo noise matrix containing 0 ~ 9 to 10 digital images to identify Lenovo.
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Size: 1021952 |
Author: 罗肖 |
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Description: 基于Hopfield神经网络解决旅行商问题,学习模式识别的朋友可以参考-Based on the Hopfield neural network to solve traveling salesman problem, pattern recognition learning can refer to a friend
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Size: 94208 |
Author: 张炎 |
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Description: 利用hopfield神经网络解决50个城市tsp问题,适合初学者。-Hopfield neural network using 50 cities tsp solve problems, suitable for beginners.
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Size: 3072 |
Author: dayong |
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Description: 神经网络课程中的一个大作业, 使用hopfield网络解决极大团问题的源码及实验报告-Neural network of a major course work, the use of networking solutions hopfield great mission of the source problem and experimental report
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Size: 34816 |
Author: wbj |
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Description: 基于hopfield网络的PID模型参考自适应控制,对象为典型的伺服系统速度环框图-Hopfield network-based PID model reference adaptive control, the object of a typical servo system speed loop block diagram
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Size: 1024 |
Author: wutiebing |
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Description: 智能控制理论算法实现:层次聚类,hopfield网络和遗传传算法优化三个源代码文件-Intelligent control theory algorithms: hierarchical clustering, hopfield network and genetic algorithm optimization three source codes
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Size: 2048 |
Author: zyh |
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Description: 采用MATLAB实现Hopfield神经网络算法,并用其来进行字符识别。实验包括单个噪声字符的识别和多个噪声字符的识别两部分。并从这两方面对实验数据进行了分析与对比。-Hopfield neural network implementation using MATLAB algorithm, and use it to carry out character recognition. Experiments included a single noise, character recognition and character identification number of the noise in two parts. From both the experimental data were analyzed and compared.
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Size: 3072 |
Author: caoliang |
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Description: matlab程序,可以很好的实现神经元网络需要的程序-matlab
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Size: 54272 |
Author: 高云龙 |
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Description: 用10*12的规模表示数字,1为白,-1为黑。建立hopfield网络对被污染的数字进行识别。可以自己设定迭代次数。-With 10* 12 the size of that number one is white,-1 for the black. The establishment of hopfield network to identify the number of contaminated. Can be set for the number of iterations.
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Size: 1024 |
Author: 胡怡芳 |
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Description: matlab使用hopfield神经网络实现数字识别,加入噪声后,也可以识别出来!-matlab neural network using the hopfield digital identification, adding noise, can also be identified!
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Size: 1024 |
Author: Cecilia |
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Description: a hopfield code in matlab for image restoration
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Size: 1011712 |
Author: aargon
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Description: hopfield matlab in neural network
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Size: 8192 |
Author: s.me2010
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Description: Hopfield matlab algorithm neural network
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Size: 4096 |
Author: Umar
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