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Q4 (10 marks) You are given this function: (Y1 = 1/((x-0.3)^2) + 1/ ((x-0.9)^2 +0.04) - 6)), (Y2= 1/x) over the period of x=[0,2]. Based
Q4 (10 marks) You are given this function: (Y1 = 1/((x-0.3)^2) + 1/ ((x-0.9)^2 +0.04) - 6)), (Y2= 1/x) over the period of x=[0,2]. Based on a sort of similar below ANN, which is given by: em) W P! S WAZ X We Input layer Hidden layer Output layer Design a THREE layers (ANN), with one hidden (THREE neurons), to learn the pattern (model) of the above given nonlinear function. The activation function in the hidden layer is a (hyperbolic tangent, i.e. tanh). The activation function in the last layer is a pure line. Show that it works, by computing the initial error. Q4 (10 marks) You are given this function: (Y1 = 1/((x-0.3)^2) + 1/ ((x-0.9)^2 +0.04) - 6)), (Y2= 1/x) over the period of x=[0,2]. Based on a sort of similar below ANN, which is given by: em) W P! S WAZ X We Input layer Hidden layer Output layer Design a THREE layers (ANN), with one hidden (THREE neurons), to learn the pattern (model) of the above given nonlinear function. The activation function in the hidden layer is a (hyperbolic tangent, i.e. tanh). The activation function in the last layer is a pure line. Show that it works, by computing the initial error
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