The predictions of a Neural Network on the UNIPEN dataset:
The thickness represents the confidence of the network
Enter and Backspace:Browse plus or minus : Larger or smaller digits
< or > : More or less digits
[ or ] : Thinner or thicker digits.
C: Toggle view only misclassifications and view everything.
JAM Neural Networks is a software package for experimenting with Neural Networks:
BackPropagation
Resilient BackPropagation
Perceptrons with the delta rule
AdaBoostM2 ensemble
All these algorithms are implemented very straighforward in Java - so they are easy to understand, modify and extent. However, for analyzing and running these Networks, we use MatLab. With MatLab, you can easily write experiments, plot weight-changes, etc.