Question: 3(e) The neural network below uses Hebb's learning rule. 21 W W W2 X a2 0=1 W 3 az Let the initial weights of connections

 3(e) The neural network below uses Hebb's learning rule. 21 W

3(e) The neural network below uses Hebb's learning rule. 21 W W W2 X a2 0=1 W 3 az Let the initial weights of connections at the time step t=1 be w = -1, w21 = 2, w3l = -1; the learning rate C of the network be 0.25, that is, C = 0.25. Complete the following table 22 W: W2 a3 +1 w! x! Awill ! w2 ws WI +1 W3 Time ai step t=1 1 1-2 0 t=3 1 -1 2 -1 0 1 1 0 0 1 by calculating the network output value X, the changes in each of the three weights of connections Awi, Aw2', and Aw3, and the new weights (w.), n=1,2,3, i) ii) at the time step 1 at the time step 1-2 at the time step 13 [5 marks) 15 marks) 15 marks)

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