An example of the overlap function q(n) for a small perceptron of size N = 33. The random initial binary pattern ξ happens to have overlap q(0) = 7 with the teacher’s binary weight vector T, and q(n) is the new overlap with T after the first n entries of ξ are all flipped. In this example q(n) changes sign seven times.