Applets Java de Redes Neuronales

Modelo de neurona

• McCullogh-Pitts Neuron (Local)
• Artificial Neuron (Local)

Tipos de problemas

Aproximación

• A Backprop Learning Tool for Function Approximation (Local)
• Radial Basis Function Network (Local)

Autoasociación

• Image Compression using Backprop (Local)
• Hopfield Applet 1
• Hopfield Applet 2
• Hopfield Applet TSP

Clasificación de patrones

• Simple Competitive Learning based Clustering (Local)
• Artificial Neural Network Handwriting Recognizer (Local)
• Kohonen Applet

Predicción

• Prediction with Multi-Layer Perceptrons (Local)

Control

• The Ball Balancing Problem (Local)
• Artificial Neural Network Learns to Play Pong

Perceptrón

• Perceptron Learning (Local)
• Perceptron applet (Local)
• Perceptron Learning Rule Applet (Local)
• Combat simulator

Perceptrón Multicapa (Backpropagation)

• Adaline, Perceptron and Backpropagation
• Multi-Layer Perceptron {0;1}
• Generalization in Multi-Layer Perceptrons

PCA

• Principal Component Analysis (Local)
• Principal Component Extraction via Hebbian-Type Learning Rules

Métodos Competitivos

• Competitive Learning Methods (Local)
• Kohonen Applet
• SOM Travelling Salesman Problem (I) (II) (III)
• SOM Color Map
• Simplified ART
• Category ART

Modelos Recurentes

• Bidirectional Associative Memory (BAM)
• Hopfield Applet
• Associative Memory: Hopfield model (Local)
• Hopfield Network Applet
• Hopfield Applet TSP

Redes con funciones de base radial (RBFN)

• Radial Basis Function Network (Local)

Otros Modelos

• Extreme Point Machine
• Java Black Jack and Reinforcement Learning
• Reinforcement Learning

Lista de enlaces

• Applets for Neural Networks and Artificial Life
• Java Demonstrations of Neural Net Concepts
• Neural Networks Tutorial with Java Applets