Well it is actually just a wide-angle lens that takes in an extremely wide, hemispherical image. An interesting fact is that it was originally developed for meteorology and to study cloud formations. But after this it became popular in the world of photography because of the unique distortion in the frame.
I had no idea the fun Fish eye lens had origins in the study of the atmosphere. I guess you really do learn something new everyday.