Imagine you have a (2) - network withtwo input nodes and a single output node for a binary response. There are logistic activation functions in the hidden layer andthe output layer.

You have just fed the observation (x1 = 1, x2 = -2, y = 0) forward through the network and calculated the predicted value. The resulting error is