Neural Networks

Neural Network M-files   
User contributed neural network m-files from the MATLAB Central File Exchange.

http://www.mathworks.com/matlabcentral/fileexchange/loadCategory.do?objectType=category&objectId=9&objectName=Neural%20and%20Fuzzy%20Systems
Submitted Apr 18, 2000
Updated Oct 06, 2006 by mahendra reddy
MathWorks - Neural Network Toolbox     
The Neural Network Toolbox provides comprehensive support for the design, implementation, and simulation of many proven network paradigms and is completely extensible and customizable. Its consistent methodology and modular organization facilitate research, provide a flexible framework for experimentation, and simplify customization.

http://www.mathworks.com/products/neuralnet/
Submitted Jul 02, 1999
Updated Jul 01, 2004 by Hillary
NeuroSolutions Neural Network Toolbox   
The NeuroSolutions for MATLAB neural network toolbox enables users to leverage the power of neural networks inside MATLAB. The toolbox features 15 popular neural models (MLP, SVM, Time-lag recurrent, Feed forward etc., ), 5 learning algorithms (Conjugate Gradient, Momentum etc.,) and a host of useful utilities integrated in an easy-to-use interface, which requires �next to no knowledge� of neural networks to begin using the product.

http://www.neurosolutions.com/products/nsmatlab/
Submitted Jun 28, 2004 by Madan Bharadwaj
Updated Oct 06, 2006 by mahendra reddy
ANN tutorial   
Brief but good tutorial for Artifical Neural Networks with MatLab.

http://www.best.agh.edu.pl/summer/summer2002/m/neural_nets-tutorial.pdf
Submitted Feb 21, 2006 by Javier Bilbao
Updated Jan 12, 2007 by swapna
Neural Network backprop algorithm in MATLAB   
A starting point for those wishing to develop neural network algorithms in MATLAB

http://www.philbrierley.com/code/matlab.html
Submitted Mar 27, 2006 by phil
Updated Mar 20, 2007 by Farhan Mahmood
Netlab Neural Network Software   
The Netlab simulation software is designed to provide the central tools necessary for the simulation of theoretically well founded neural network algorithms for use in teaching, research and applications development. It consists of a library of MATLAB functions and scripts based on the approach and techniques described in Neural Networks for Pattern Recognition by Christopher M. Bishop, (Oxford University Press, 1995). The functions come with on-line help, and further explanation is available via HTML files: the table of contents is contained in index.htm.

http://www.ncrg.aston.ac.uk/netlab/index.php
Submitted Jul 02, 1999
Updated Oct 06, 2006 by mahendra reddy
SOM Toolbox   
SOM Toolbox is a free function library for MATLAB 5 implementing the SOM algorithm, visualization and analysis.

http://www.cis.hut.fi/projects/somtoolbox/
Submitted Feb 22, 2000
Updated Feb 22, 2005 by Ashraf Ghania
Computational Intelligence   
Aims and objectives of the course: Knowledge of the most important concepts and methods form the area adaptive filters, machine learning and neural networks. Includes tutorial on the MATLAB Neural Networks Toolbox.

http://www.igi.tugraz.at/lehre/CI/general/overview.html
Submitted Jun 08, 2005 by MATLAB Central Admin
Updated Jun 13, 2005
MCMC Methods for MLP and GP and Stuff   
MCMCstuff toolbox is a collection of Matlab functions for Bayesian inference with Markov chain Monte Carlo (MCMC) methods. Includes code and demonstrations for neural networks and Gaussian processes for classification and regression.

http://www.lce.hut.fi/research/mm/mcmcstuff/
Submitted Sep 30, 2006 by Aki Vehtari
Updated Oct 02, 2006
Multisurface Method Tree with MATLAB   
Brief Overview of the MSM-T Algorithm and Generation of the Decision Tree

http://www.cs.wisc.edu/~olvi/uwmp/msmt.html
Submitted Jun 13, 2005 by MATLAB Central Admin
Neural Network software   
Alyuda Research is one of the world�s leading developers of neural network-based and trading software for enterprises and individuals.

http://www.alyuda.com
Updated Feb 27, 2008
Recurrent Self-Organizing Maps Toolbox   
This package contains a few functions to create, train, and simulate RSOM and RecSOM type of recurrent self-organizing maps. It currently depends on Neural Networks Toolbox of MATLAB.

http://www.ymer.org/amir/software/recurrent-self-organizing-maps/
Submitted Jan 04, 2006 by Amir Reza Saffari Azar
Updated Jan 30, 2008
NNCTRL Toolkit   
An add-on for the 'NNSYSID-toolbox'. The toolkit consists of a set of functions for design and simulation of neural network based control systems.

http://www.iau.dtu.dk/research/control/nnctrl.html
Submitted Jul 02, 1999
The Spider Tutorial   
The spider is intended to be a complete object orientated environment for machine learning in MATLAB. Aside from easy use of base learning algorithms, algorithms can be plugged together and can be compared with, e.g model selection, statistical tests and visual plots. This gives all the power of objects (reusability, plug together, share code) but also all the power of MATLAB for machine learning research.

http://www.kyb.tuebingen.mpg.de/bs/people/spider/tutorial.html
Submitted Jun 07, 2005 by MATLAB Central Admin
Updated Jun 13, 2005