1. Figure 1 below shows the truth table for five different functions. Each truth table shows the inputs x1, x2 and the desired output d.
(a) Write down which of these functions are linearly separable and which are not linearly separable. Illustrate your answer graphically if appropriate.
Can a single Neuron implement each of these functions? If so, describe the structure of a Neuron that implements it; if not, discuss and explain why not.