Perceptrons, A.I. and Neural Networks

I already have a broad understanding of perceptrons, I just don't know how to teach them. Anybody care to enlighten me?

http://www.aihorizon.com/essays/generalai/perceptrons.htm

Close your eyes so the room will be empty.