But what exactly is a perceptron, and how does it learn? In its simplest form, a perceptron is an augmented McCulloch-Pitts neuron imbued with a learning algorithm. What follows is an example with two inputs. Note that each input is being multiplied by its corresponding weight. (There is also an extra input, b, the reason for which will soon become clear.)
