High Quality Content by WIKIPEDIA articles! The Connection Machine was a series of supercomputers that grew out of Danny Hillis` research in the early 1980s at MIT on alternatives to the traditional von Neumann architecture of computation. The Connection Machine was originally intended for applications in artificial intelligence and symbolic processing, but later versions found greater success in the field of computational science.