Neural Networks

Inspired by neurons and their connections in the brain, neural network is a representation used in machine learning. After running the back-propagation learning algorithm on a given set of examples, the neural network can be used to predict outcomes for any set of input values.

Neural Networks is a handy, easy to use tool specially designed to visually demonstrate the feedforward backpropagation algorithm. There is visual feedback for weight adjustments and error analysis.

Neural Network features support for graphical modification and creation of neural networks. It allows for separate training and test sets, where the network is trained by the training set, and the test set is a "control". Also, it has a "Construction Wizard" that allows the applet to load plain comma-delimited text files as data, and construct an appropriate neural network for it.