Search - hopfield network matlab

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[AI-NN-PR] hopnnexamples DL : 0: 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
Update : 2025-04-02 Size : 2kb Publisher : 陈雷
[AI-NN-PR] hopfild1 DL : 0: 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
Update : 2025-04-02 Size : 11kb Publisher : 韵子
[AI-NN-PR] hopfield解决TSP问题 DL : 1: 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
Update : 2025-04-02 Size : 92kb Publisher : 李琳
[matlab] hopfield_for_tsp DL : 0: Hopfield网络解决旅行商问题（TSP），迭代过程中采用保优方法，并计算最优解和次优解的个数。-Hopfield network Traveling Salesman Problem (TSP), iterative process used method for ensuring quality, and calculating the optimal solution and sub-optimal number of solutions.
Update : 2025-04-02 Size : 40kb Publisher : 文文
[Other] Hopfield_NN DL : 0: Hopfield网络是一种典型的单层反馈网络，这种网络可以分为离散型和连续型两种，Hopfield网络是一个动力学系统，在确定连接权重后，若输入某个向量之后，网络将不断演化，一般情况下系统将趋向某一个定态，称为状态空间的不动点吸引子。-Hopfield network is a typical single-layer feedback network, Such networks can be divided into discrete and continuous two, the Hopfield network is a dynamic system, In determining the weights link, and if the importation of a certain vector, the network will continue to evolve Under normal circumstances a system will tend to a steady state, as the state space of fixed point attractor.
Update : 2025-04-02 Size : 106kb Publisher : 东方云
[Graph Recognize] HopfieldNet DL : 0: 设计一个离散hopfield网络，实现联想记忆，以对模糊数字进行识别，判断。-design of a discrete hopfield network, associative memory, a pair of fuzzy figures for the recognition, judgment.
Update : 2025-04-02 Size : 46kb Publisher : 天路
[AI-NN-PR] hop3 DL : 0: hopfield神经网络的matlab仿真程序，可以实现很好的功能。-hopfield neural network Matlab simulation program, can achieve a very good function.
Update : 2025-04-02 Size : 1kb Publisher : robby
[AI-NN-PR] Hopfield DL : 0: 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.
Update : 2025-04-02 Size : 8kb Publisher : 林盈
[AI-NN-PR] HopfieldTsp DL : 0: 连续Hopfield网络解决TSP, 绘制路径,计算路径实际长度-Continuous Hopfield network to solve TSP, mapping the path to calculate the actual length of the path
Update : 2025-04-02 Size : 1kb Publisher : 吴晨
[matlab] amethodbasedonhopfiednetwork DL : 0: 运用神经网络实现病害诊断.一种基于模糊Hopfield网络的多病害诊断方法-The use of neural networks to achieve disease diagnosis. Hopfield network based on fuzzy multi-disease diagnostic methods
Update : 2025-04-02 Size : 309kb Publisher : 张芳
[AI-NN-PR] hopfield-for-tsp DL : 0: 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.
Update : 2025-04-02 Size : 3kb Publisher : dayong
[AI-NN-PR] hopfieldNN DL : 0: matlab格式源代码。功能：HOPFIELD神经网络优化计算算法源码和应用于数字识别问题。-matlab source code format. Function: HOPFIELD neural network optimization algorithm applied to the digital source and identify the problem.
Update : 2025-04-02 Size : 1kb Publisher : magic
[AI-NN-PR] Hopfield-PID DL : 0: 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
Update : 2025-04-02 Size : 1kb Publisher : wutiebing
[AI-NN-PR] MATLAB(M) DL : 0: 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
Update : 2025-04-02 Size : 2kb Publisher : zyh
[Graph Recognize] hopfield DL : 0: 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.
Update : 2025-04-02 Size : 1kb Publisher : 胡怡芳
[Mathimatics-Numerical algorithms] mhopfield DL : 0: 基于Hopfield网络的非线性系统辨识，含６个神经元-Based on Hopfield network nonlinear system identification, including 6 neurons
Update : 2025-04-02 Size : 1kb Publisher : 徐凯
[matlab] hopfield DL : 0: this is a matlab implementation for hopfield network
Update : 2025-04-02 Size : 5kb Publisher : maryamhasan
[matlab] hopfield DL : 0: 一个详细的matlab完成的hopfiled网络的代码，可以作为神经网络学习的实例。-Completed a detailed hopfiled network matlab code can be used as examples of neural network learning.
Update : 2025-04-02 Size : 3kb Publisher : 王晓
[matlab] hopfield DL : 0: 针对8个城市的TSP问题，构造Hopfield Network，用matlab设计程序，并给出了图形演示结果。-Eight cities in the TSP, constructed Hopfield Network matlab design process, and gives a graphical presentation results.
Update : 2025-04-02 Size : 2kb Publisher : vv
[matlab] Hopfield network DL : 0: a hopfield code in matlab for image restoration
Update : 2025-04-02 Size : 988kb Publisher : aargon

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