Answer Happy

6. The following is a DMLP with 3 hidden layers. (Hint: Use Matlab or Python for calculation.) Xo=1 1-go 1-a 1-go es 1.0 1.0 X1 -0.8 01 -1.0 1.6 0.5 0.7 -1.0 10- 03 -0.2 1.0 X2 -0.2 -1.1 1.0 0.4 02 -0.4 (1) Determine the weight matrices U1, U2, U3, U* and write them as Equation (4.1). (2) Determine output o when x = (1,0)" is entered. Use logistic sigmoid as the activation function. (3) Determine output o when x = (1,0)" is entered. Use ReLU as the activation function.

(4) When the expected output of x = (1,0)" is o = (0,1)", explain how reducing weight uiz that is currently 1.0 to 0.9 affects the error.