Stumbled upon this link last night while surfing the reddits. Honestly, it's the best article I've ever seen as an introductory primer for neural nets, I kinda wish I'd seen it when I was getting started.
So, should you wish to get your primer on the matter, I present to you a non-mathematical introduction to artificial neural nets.