Neural Network Example
Comparison with ground truth and triangulation provided, with varying amounts of gaussian noise added in train and test data.GUI is in Portuguese, but self-explanatory. English version will be provided soon.
Platforms: Matlab
License: Freeware | Size: 40.96 KB | Download (40): Neural Network (MLP) Robot Localization Download |
This color reduction software is based on a new neural network classifier (SGONG). The SGONG network classifier is suitable for color quantization applications, since each image pixel is considered as multidimensional vector, depending on the color space that is used and the extra features which...
Platforms: Matlab
License: Freeware | Size: 266.24 KB | Download (45): SGONG-Color Reduction Download |
Fast implementation of the GRLVQ, SRNG and H2MGLVQ algorithms, three supervised LVQ classifiersPlease run mexme_NN to recompile mex files on your own plateformPlease run test*.m to run demos
Platforms: Matlab
License: Freeware | Size: 174.08 KB | Download (43): Neural Network Classifiers Download |
Perceptron LMS Feed Forward Back Propagation Character Recognition
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (44): Neural Network Programs Download |
Neural Network Based Control System Design Toolkit Version 2The NNCTRL toolkit is a set of tools for design and simulation of control systems based on neural networks. The following designs are available:o Direct inverse controlo Internal model controlo Control by feedback linearizationo Optimal...
Platforms: Matlab
License: Freeware | Size: 389.12 KB | Download (41): nnctrl Download |
Neural Network Based System Identification Toolbox Version 2The NNSYSID toolbox contains a number of tools for identification of nonlinear dynamic systems with neural networks. Several nonlinear model structures based on multilayer perceptron networks are provided and there are also many...
Platforms: Matlab
License: Freeware | Size: 727.04 KB | Download (46): nnsysid Download |
Adaptive Resonance Theory (ART) Neural Network art1.zip contains: art1s.m - M-file for simulation of ART1 NN letno.m - M-file for generating input binary patterns (letters A-Z) for use with art1s.m noisy.m - M-file which introduces noise in the patterns. Used by letno.m letplot.m - M-file for...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (46): art1s.zip Download |
The function nntest6.m is a Neural Network viewer and controller that allows experimentation with a feed-forward Neural Network. Features:
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (39): nntest6.m Download |
Encog is an advanced neural network and bot programming library. Encog can be used independently either to create neural networks or HTTP bot programs. Encog also includes classes that combine these two advanced features. Encog contains classes for Feedforward Neural Networks, Hopfield Neural...
Platforms: Mac
License: Freeware | Size: 5.4 MB | Download (46): Encog Download |
TDL - Win Neural Net Pattern Recog. Tool Quick, hassle-free automatic construction of NN by use of evolutionary processes. Trans-Dimensional Learning allows multiple data sets to be learned incrementally, regardless of differences in number of inputs and outputs. Complete graphical support of...
Platforms: Windows
License: Freeware | Size: 1.33 MB | Download (668): Trans-Dimensional Learning Download |
AI::NeuralNet::BackProp is a simple back-prop neural net that uses Deltas and Hebbs rule. SYNOPSIS use AI::NeuralNet::BackProp; # Create a new network with 1 layer, 5 inputs, and 5 outputs. my $net = new AI::NeuralNet::BackProp(1,5,5); # Add a small amount of randomness to the network...
Platforms: *nix
License: Freeware | Size: 96.26 KB | Download (99): AI::NeuralNet::BackProp Download |
Source code for fast training of multilayer perceptron for approximation. Example training and validation data files included. Source code for applying the trained network. Resulting networks can be pruned by NuMap7.06. The training algorithm can be modified to be substantially better than BP. A...
Platforms: Windows
License: Freeware | Download (600): MLP-Map Download |
Source code for fast training of multilayer perceptron classifier. Example training and validation data files included. Source code for applying the trained network. Resulting networks can be pruned by NuClass7.06. The training algorithm can be modified to be substantially better than BP. A...
Platforms: Windows
License: Freeware | Download (523): MLP-Class Download |
Implements the Complex Method of Constrained Optimization, as proposed by Box (1965), improved by Guin (1968) and Krus (1992), and following the method in Andresson (2001). This is capable of optimizing a "black-box" system with few constraints on the optimization function and requiring no...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (41): Complex Method of Optimization Download |
dANN library can help create artificial neural networks within other programs. It is currently written in Java, C++, and C#. However, C++ and C# versions can only be obtained through the SVN at the moment. Also, the C++ and C# versions are not properly documented and cleaned up, although they...
Platforms: *nix
License: Freeware | Size: 6.14 KB | Download (100): dANN Download |
GINNet, also known as the Graphical Interface for Neural Networks was developed as a decision-making platform written in Java.
It has been designed in order to favorize the development and use of neural networks. It was create so that it could make, neural networks, teaching and evaluation easier.
Platforms: Windows
License: Freeware | Download (457): GINNet Download |
Multiple Back-Propagation is an easy to use application specially designed for the training of neural networks with the Back-Propagation and the Multiple Back-Propagation algorithms.
Platforms: Windows
License: Freeware | Download (493): Multiple Back-Propagation Download |
AnimatLab is a simple, easy to use application specially designed to combine biomechanical simulation and biologically realistic neural networks.
You can build the body of an animal, robot, or other machine and place it in a virtual world where the physics of its interaction with the...
Platforms: Windows
License: Freeware | Download (439): AnimatLab Download |
These files support the webinar titled "Developing Models from Experimental Data Using System Identification Toolbox". The webinar was presented on April 05, 2007 and can be found at:http://www.mathworks.com/wbnr30317For other webinars and demos related to System Identification Toolbox, please...
Platforms: Matlab
License: Freeware | Size: 30.72 KB | Download (53): Developing Models from Experimental Data using System Identification Toolbox Download |
The Kalman filter is actually a feedback approach to minimize the estimation error in terms of sum of square. This approach can be applied to general nonlinear optimization. This function shows a way using the extended Kalman filter to solve some unconstrained nonlinear optimization problems. Two...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (41): Unconstrained Optimization using the Extended Kalman Filter Download |