N 2 (b) A perceptron is constructed to learn the Boolean logic function y = AND (x1,x2, x3). (a) State clearly with an e

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N 2 B A Perceptron Is Constructed To Learn The Boolean Logic Function Y And X1 X2 X3 A State Clearly With An E 1 (60.55 KiB) Viewed 32 times

N 2 (b) A perceptron is constructed to learn the Boolean logic function y = AND (x1,x2, x3). (a) State clearly with an equation how the output is derived from the input values and the parameters of the constructed perceptron. (8 marks) Construct a training set for this task of learning the Boolean logic AND with three inputs. Show your answer by filling in Table 2(b) in your answer book. (8 marks) (c) Write down the formulas of perceptron learning rule for updating the weight values and the threshold value of such a perceptron, respectively. (8 marks) (d) Demonstrate a learning epoch of the perceptron to update both its weight values and its threshold value, assuming that the initial value for all the weights in the perceptron is 0.1, threshold 0.1 and learning rate 0.05. Use a table to show your answer clearly. (20 marks) (e) Can the training stop after on epoch? Give a brief explanation of your answer (6 marks) d