This procedure is the use of genetic algorithm optimized BP neural network algorithm for higher accuracy than simply using BP neural network, the program is divided into three files, ga_bp is the primary file, function is related to the other two files only need to be placed in a single folder to ru... MatlabMatlab
this program can be used to compare different neural networks for prediction of time series data such as wind speed prediction. it can perfome afew hours ahead prediction for wind speed data.... MatlabMatlab
Case analysis on neural network, plus the related data. Program is a 30 case studies from the matlab+ neural network, fully covers the trends in development of neural network in recent years, and major expansion program overall.... MatlabMatlab
Based on BP neural network on with noise of second-order system of identification forecast, used typical of three layer network topology structure is entered layer, and implied layer and output layer, using minimum are party errors and gradient fell method, by errors of reverse spread to constantly... GraphMatlab
A Hopfield network is a form of recurrent artificial neural network invented by John Hopfield. Hopfield nets serve as content-addressable memory systems with binary threshold nodes. They are guaranteed to converge to a local minimum, but co... MatlabMatlab
This code presents the estimation of body fat percentage using neural networks. We explore two different methods for classification and estimation, the MLP and SOM. Showing the methodology used in each and the best result.
Finally we compare the results achieved and conclude.... MatlabMatlab
Support Vector Machine (SVM) was first heard in 1992,
introduced by Boser, Guyon, and Vapnik in COLT-92. Support vector machines (SVMs) are a set of related supervised learning methods used for classification and
regression. They belong to a family of generalized linear classifiers. In
another te... MatlabMatlab
This toolbox is a fully object-oriented toolbox with GUI for "Wavelet neural network". The Training Algorithm is " Hybrid Markove Chain Monte Carlo-based Bayesian"
Also, A program to generate a Chaotic time series, called "Mackay-Glass", can be found from "MackayGlass" folder.
(C) Amir B... MatlabMatlab