Data Mining Question Consider a two-layer feedforward artifical neural network w
ID: 645116 • Letter: D
Question
Data Mining Question
Consider a two-layer feedforward artifical neural network with two inptus a and b, on hidden unit c, and one ouput unit d. This network has five weights(Wca, Wcb, Wc0, Wdc, Wd0), where Wx0 represents the threshold wight for unit x. Initialize these weights to (.1,.1,.1,.1,.1), then give their values after each of the first two training iterations of the BACKPROPAGATION algorithm. Assume learning rate = 0.3, momentum alpha = 0.9, incremetal weight updates, and following training examples:
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a b c 1 0 1 0 1 0Explanation / Answer
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