Question: Write a script in Matlab that constructs the matrix, X = rand ( 1 , 2 ) and vector y = rand ( 1 ,

Write a script in Matlab that constructs the matrix, X = rand(1,2) and vector y = rand(1,1). Construct a 2x1x1 FFNN. Calculate the forward propogation for one instance with a sigmoid activation function. Calculate the gradient for the cost function, E =1/2*(y - y_pred)^2 at the output layer. knowing e =(y - y_pred). Update your parameters W_h =[w_h_10, w_h_11, w_h_12] and W_o =[w_o_10,w_o_11]. Do this for 1 iteration

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