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Consider the following Neural Network with the values of input and output of one instance with the associated weights. INPUT LAYER HIDDEN LAYER OUTPUT LAYER

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Consider the following Neural Network with the values of input and output of one instance with the associated weights. INPUT LAYER HIDDEN LAYER OUTPUT LAYER 0.5 X1 1 11 W1 =0.2 0.2 W2=0.1 W4=0.2 X2 i2 0 1 h1 0.65 W3 =0.3 1 3 13 Given that the target value of the output is 0.65, what is the error ? (Hint: Squared Error Function, Etotal = (target output)? = (Use the Sigmoid function, f(x) = 1 1+ e-x for activation function and 2-decimal places for your calculations.) O a. 0.0128 O b. 0.5301 O c. 0.0112 O d. 0.0067 e. 0.0072

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