本程序实做MLP(Multi-layer perceptron)算法,使用者可以自行设定训练数据集与测试数据集,将训练数据集加载,在2、3维下可以显示其分布状态,并分别设定键节值、学习率、迭代次数来训练其类神经网络,最后可观看辨识率与RMSE(Root Mean squared error)来判别训练是否可以停止。
标签: Multi-layer perceptron MLP 程序
上传时间: 2013-12-24
上传用户:caozhizhi
Neural Network perceptron use MFC
标签: perceptron Network Neural MFC
上传时间: 2016-03-09
上传用户:yoleeson
perceptron matlab code
标签: perceptron matlab code
上传时间: 2013-12-21
上传用户:bcjtao
包含用lms、mse、perceptron准则函数的二类分类器
标签: perceptron lms mse 准则
上传时间: 2013-12-26
上传用户:PresidentHuang
感知器(perceptron) 单层感知器神经元模型图,我们可以看出感知器的基本功能是将输入矢量转化成0或1的输出。这一功能可以通过在输入矢量空间里的作图来加以解释。
标签: perceptron 输入 矢量 模型
上传时间: 2016-12-12
上传用户:四只眼
A simple One layer perceptron classifier written in CSharp and using the AForge framework
标签: classifier perceptron framework written
上传时间: 2013-12-06
上传用户:13160677563
自适应(Adaptive)神经网络源程序 The adaptive Neural Network Library is a collection of blocks that implement several Adaptive Neural Networks featuring different adaptation algorithms.~..~ There are 11 blocks that implement basically these 5 kinds of neural networks: 1) Adaptive Linear Network (ADALINE) 2) Multilayer Layer perceptron with Extended Backpropagation algorithm (EBPA) 3) Radial Basis Functions (RBF) Networks 4) RBF Networks with Extended Minimal Resource Allocating algorithm (EMRAN) 5) RBF and Piecewise Linear Networks with Dynamic Cell Structure (DCS) algorithm A simulink example regarding the approximation of a scalar nonlinear function of 4 variables
标签: collection implement Adaptive adaptive
上传时间: 2015-04-09
上传用户:ywqaxiwang
The adaptive Neural Network Library is a collection of blocks that implement several Adaptive Neural Networks featuring different adaptation algorithms.~..~ There are 11 blocks that implement basically these 5 kinds of neural networks: 1) Adaptive Linear Network (ADALINE) 2) Multilayer Layer perceptron with Extended Backpropagation algorithm (EBPA) 3) Radial Basis Functions (RBF) Networks 4) RBF Networks with Extended Minimal Resource Allocating algorithm (EMRAN) 5) RBF and Piecewise Linear Networks with Dynamic Cell Structure (DCS) algorithm A simulink example regarding the approximation of a scalar nonlinear function of 4 variables is included
标签: Neural collection implement Adaptive
上传时间: 2013-12-23
上传用户:teddysha
annie is an ANN, ie, Artificial Neural Network library developed in C++. It can be used to implement various kinds of neural networks like Multi-Layer perceptron, Radial basis function networks, Hopfield networks etc.
标签: Artificial developed implement Network
上传时间: 2014-08-17
上传用户:trepb001
Single-layer neural networks can be trained using various learning algorithms. The best-known algorithms are the Adaline, perceptron and Backpropagation algorithms for supervised learning. The first two are specific to single-layer neural networks while the third can be generalized to multi-layer perceptrons.
标签: Single-layer algorithms best-known networks
上传时间: 2015-06-17
上传用户:赵云兴