I made a C++ class that implements a 3-layer neural network as shown below. I tested it out by trying to make it learn cos(x) and x^2. You can download the code here. (VS2005)
Whew, now I can go do some reading. "My house smells of rich mahogany and I have many leather bound books."
Here are a few pictures.