Perceptron Learning, cont.
A line that correctly separates the training instances corresponds to a perfectly functioning perceptron. Such a line (hyperplane) is called a decision surface.
There is an associated algorithm that updates weights to learn a decision surface.
There is a proof of convergence (Rosenblatt,’62) of the algorithm.
Combinations of perceptrons = intelligence????