6.

a. Use the Perceptron Learning Rule to train a neuron to learn the two-input function depicted in Figure 11.64. Use an augmented input vector. Let the initial weight values be w1 = 0.1, w2 = 0.4 and θ = 0.3. Use a learning rate α = 0.5.

b. Give the equation of the discriminant and draw this line in two-dimensional pattern space.