Java apps
A collection of demos (some cool, some less so) that you can run.
Function
approximation with backprop
Shows the inductive learning process using a connectionist model. Test its
ability to interpolate and extrapolate for all of the functions.
Neural network FAQ
A wonderful source to answer a wide range of questions about neural networks
or to point you to good resources. I'm still learning things from this site!