Matlab Neural Network Tutorial

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...

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...

The Kalman filter can be interpreted as a feedback approach to minimize the least equare error. It can be applied to solve a nonlinear least square optimization problem. This function provides a way using the unscented Kalman filter to solve nonlinear least square optimization problems. Three...


Platforms: Matlab

The large classification margin is the most usual approach to achieve good generalization. The most known maximal margin algorithm is SVM, for which different kernels have been investigated. Unfortunately, in the context of some real world problems, such as on-the-fly object detection, the use of...


Platforms: Matlab

The RNNSIM v.2 package contains a number of m-files for training and evaluation of the random neural network. It is a more robust version of RNNSIM ver. 1.0 package without a graphical user interface.


Platforms: Matlab

NeurAnim is a research aid for computational neuroscience. It is used to visualise and animate neural network simulations in 3D, and to render movies of these animations for use in presentations.


Platforms: *nix

PolyPlanet is an evolutionary playground inspired by Polyworld. It uses genetic algorithms to evolve the world and its inhabitants. Current inhabitants include PolyPlants, PolyTrees, and PolyDudes that have neural network brains which also evolve.


Platforms: *nix

NeuroLab - a library of basic nueral networks algorithms with flexible network configurations and learning algorithms. To simplify migration, the syntax of the library is as close to a package of Neural Network Toolbox (NNT) of MATLAB (c). The library is based on the package numpy...


Platforms: *nix

Uncle Unc is an application that provides an integrated view of structured data sources. Using a very flexible and powerful representation model, many services can be represented in Uncle Unc. Uncle Unc is a framework for network data-sharing, enabling remote administration and access to a...


Platforms: *nix

KnowledgeMiner (yX) for Excel Free – Entry-Level Knowledge and Data Mining for Everybody. Simple, objective, fast. Develop reliable predictive models in only two steps. You know about the value of your data? Find unknown relevant relationships in your scientific, business or personal data...


Platforms: Mac

It will take a vector as input, with a lower and upper limit used for normalization.The script normalizes each feature value and calculates its complement. To run the script, unzip the archived files, open Matlab and type "compgui" in the Matlab prompt. Requirements: - MATLAB 7.4 or higher


Platforms: Windows, Mac, *nix, Matlab, BSD Solaris

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

This software has been realized by Ben Chandler at the CNS Technology Lab at Boston University (http://techlab.bu.edu/). The main author of the software is Ben Chandler ( http://www.neurdon.com/about-2/editors/ben-chandler/ )This is a one-dimensional stand-alone implementation of the Grossberg...


Platforms: Matlab

FullRecall is a software that can help you memorize knowledge effectively by scheduling optimal intervals between repetitions. Uses artificial neural network, which gradually grasps your forgetting curve to schedule the best time for an item to come up for a review ??N*?* a day when you'll be...


Platforms: *nix

AI::DecisionTree is Perl module for automatically Learns Decision Trees. SYNOPSIS use AI::DecisionTree; my $dtree = new AI::DecisionTree; # A set of training data for deciding whether to play tennis $dtree->add_instance (attributes => {outlook => sunny, temperature => hot, humidity =>...


Platforms: *nix

CTF project is a multi-agent capture-the-flag framework for education. This project was started by Jason Rohrer during the fall of 2000 and was initially used to teach CS 472, Introduction to AI, at Cornell University. A homework assignment was given that asked students to design a CTF agent...


Platforms: *nix

Image rotator can be used to automatically detect and rotate landscape/portrait photos from digital cameras. Currently, only outdoor photos are recognized. Image rotator is a command line tool which uses an artifical neural network to detect the orientation of images. Image reading, scaling,...


Platforms: *nix

StrBio is a set of Java classes and libraries useful for development of software for computational structural biology research. They are licenced under the LGPL. he strbio.org classes are the basis for several published research projects, including the Pred2ary secondary structure prediction...


Platforms: *nix

Statistics::LTU is an implementation of Linear Threshold Units. SYNOPSIS use Statistics::LTU; my $acr_ltu = new Statistics::LTU::ACR(3, 1); # 3 attributes, scaled $ltu->train([1,3,2], $LTU_PLUS); $ltu->train([-1,3,0], $LTU_MINUS); ... print "LTU looks like this:n"; $ltu->print;...


Platforms: *nix

Did you ever: want to write programs that look and operate like other MacOS X applications?hesitate to get hands on the 250MBytes of the Project Builder and learn Objective C?have the experience of simplified object oriented BASIC programming?Then CocoaBasic seems to be the right decision....


Platforms: Mac