Abstract :
Perceptrons were invented in the fifties when "learning machine" was an exciting new concept. For a decade thereafter, there has been much describing, experimenting, and speculating about what perceptrons can and cannot do. Discussions of this topic were typically lively and vague, because the underlying model and the concepts used were rarely completely defined.
