Perform two training steps for the network as shown in the figure given using the perceptron learning rule. Assume the training data:
X1 = 1, L2 = 1
X2 = 2, L2 = 0
And the initial weight vector W1 with a learning constant c = 1.
net
f(net)
W3
'(net)
AWi
Learning Signal
Xi
Note: Provide a step-by-step procedure and a neat architecture.