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Applications
Applying Kohonen Networks A look at how to apply networks, using a simple example of RGB mapping and a more complicated example using image classification.	James Matthews	27/12/2004
Self Organizing Map AI for Pictures This article is about creating an application to cluster and search for related pictures.	Casey Chesnut	03/11/2004
Medical Diagnosis Using Neural Networks Discusses using neural networks to aid diagnosis of several common medical conditions.	Norsarini Salim	25/09/2004
Neural Networks in Anaemia Classification A look at applying a multilayer perceptron to the classification of anaemia	Shuzlina Abd. Rahman	19/03/2004
The Potential of Neural Networks in Medical Applications Discusses the uses of neural networks within basic sciences, clinical medicine, signal processing and interpretation of medical images.	Wan Hussain Wan Ishak	07/03/2004

Applications/Code
Kohonen-based Image Analysis using the Generation5 JDK A look at how to write a Kohonen neural network to analyze and group similar photos.	James Matthews	11/12/2007
Simple BMP File Analysis Using MLPs This article looks at recognizing bitmapped smiley faces using MLPs.	Povilas Daniuðis	17/02/2004
nNExplorer Neural Network explorer allows you to train and watch a neural network in real-time and tweak a variety of parameters.	Lucio Torres	03/10/2003
Gesture Recognition Application (Delphi) Delphi program that uses a neural network to recognize alphabetical gestures.	Michiel van Oudheusden Data file only	27/10/2002
Neural Network Explorer Create an run your own neural networks in a graphical environment.	James Matthews	24/08/2002
Kohonen Demonstrator - Java Applet A Kohonen neural network self-organizes itself across a simple cartesian plane.	James Matthews	09/07/2002
XOR Neural Network Code Neural network code to solve the XOR problem.	Craig Furness Data file only	15/12/2001
Mouse Gestures Recognition Feedforward multilayer neural network and mouse gesture recognition	Konstantin Boukreev	15/12/2001
Optical Number Recognizor (ONR) Uses perceptrons to recognize the digits 0-9.	James Matthews	07/05/2001
Hopfield Image Recognizor (HIR) Another simple program that uses a Hopfield associative neural network to recognize simple binary images.	James Matthews	21/04/2001
PDA32 - Perceptron Demonstrator Separates two groups of points uses a perceptron.	James Matthews	22/12/2000
Simulated Annealing Demonstrator (SAD) A very simple program that uses simulated annealing to find the minimum of a complicated function.	James Matthews	18/09/2000
XORGA A simple C++ program that shows how to use a genetic algorithm to evolve neural network weights.	James Matthews	31/05/2000
Back-Propagation: CBPNet A simple C++ class implementing backpropagation.	James Matthews	24/01/2000
Kohonen Demonstrator A simple dialog-based Windows application that demonstrate a Kohonen self-organizing neural network.	James Matthews	15/01/2000

Beginner
Back-propagation using the Generation5 JDK A case study using the Generation5 JDK to understand feedforward neural networks and backpropagation.	James Matthews	07/04/2008
Perceptrons Perceptrons are the simplest type of neural network.	James Matthews	03/10/2004
Simple OCR Using Perceptrons This articles looks at using perceptrons to recognize noisy images of the numbers 0-9.	James Matthews	19/08/2004
Notes on Neural Network Learning and Training An overview of learning and training for neural networks.	Wan Hussain Wan Ishak	14/03/2004
Summing with Neural Networks This article will try to explain how you can make a network capable of summing numbers as big as you want.	Stephen Tashev	27/08/2003
BP Example: XOR Net A step-by-step look at how the back-propagation algorithm works. Includes some C++ code to work with.	James Matthews	03/04/2001
An Introduction to Neural Networks Basic introduction to the theory of neural networks.	James Matthews	31/03/2000

Character Recognition
Tablet PC OCR with Neural Network AI This article will start out with an overview of neural networks and how I applied one to do custom OCR on the Tablet PC.	Casey Chesnut	03/11/2004
Character Recognition with Hebbian Links Discusses character recognition using neural networks using hebbian links.	Stephen Tashev	03/10/2003

Construction
Neural Architecture Part 1: Simple Logic Functions This article is going to discuss neural network construction from a different perspective than is usual in conventional approaches.	Christopher McCarley	26/06/2005

Gaming
Realtime Evolution of Agent Controllers in Games After introducing the abstract concepts behind realtime evolutionary control of game agents, this paper discusses the application of these techniques to space invaders and a realtime strategy game similar to Warcraft. Source code included.	Forrest Briggs	07/07/2004

Genetic Algorithms
Using Genetic Algorithms with Neural Networks How to use genetic algorithms to evolve the weights in a neural network.	James Matthews	31/05/2000

Projects
Perceptron 'OR' Project Train a perceptron to calculate the OR logic gate.	James Matthews	16/12/2001
Simple OCR Project Use a neural network to recognize digits and characters.	James Matthews	14/04/2001

Theory
Self-Organizing Nets Introductory look at self-organizing neural networks - in particular, Kohonen networks.	James Matthews	24/10/2004
Back-propagation for the Uninitiated BP is a difficult algorithm to grasp at the best of times…this tutorials aims to provide a simple, but effective, introduction to back-propagation.	James Matthews	17/08/2002
Simulated Annealing A method taken from metallurgy that helps neural networks and genetic algorithms avoid local minima!	James Matthews	26/06/2000
Neural Networks: Motivation, Theory and DANN Motivation and theory of specific artificial neural networks are explained.	Daniel Eaton	06/01/2000
Associative Neural Networks An introduction to associative neural networks (ie., Hopfield Networks).	James Matthews	11/12/1999
Multilayer Feedforward Network and the Backpropagation Algorithm A complete look at the backpropagation algorithms.	Samuel Hsiung	11/12/1999