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May 21, 2010 ARTIFICIAL INTELLIGENCE ARTIFICIAL INTELLIGENCE ASSIGNMENT 3 DUE DATE & TIME: May 27, 2010 & 8: Question 1: Design a two...

I would like to have solutions to question 4.2 and 4.7 of machine learning by tom mitchell
May 21, 2010 ARTIFICIAL INTELLIGENCE ARTIFICIAL INTELLIGENCE ASSIGNMENT 3 DUE DATE & TIME: May 27, 2010 & 8:30 a.m. Question 1: Design a two input perceptron that implements the boolean function ࡭ ר Ծ࡮ . Question 2: Design a two layer network of perceptrons that implement A XOR B. Question 3: Consider multilayer feedforward ANN with two inputs a and b, one hidden unit c and one output unit d. This network has five weights w ca ,w cb ,w c0 ,w dc ,wd 0 , where w x0 represents threshold weight for unit x. Initialize all weights to 0.1. Give the values of weights of interconnections after two training iterations of Backpropagation algorithm (which is based on stochastic gradient descent). Assume the learning rate ࣁ ൌ ૙Ǥ૜ , and following are the training examples. a b Target 1 0 1 0 1 0
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