c. Now suppose that you have two choices for activation function h(x), as shown below: Sigmoid:...

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c. Now suppose that you have two choices for activation function h(x), as shown below: Sigmoid: Tanh: hs(x) = 1 1+e=x = -X ex e ht(x) ex + e-x Show that neural nets created using the above two activation functions can gen- erate the same function. Hint: First compute the relationship between he(x) and h₁(x) and then show that the output functions are same, with the parameters differing only by linear transformations and constants. c. Now suppose that you have two choices for activation function h(x), as shown below: Sigmoid: Tanh: hs(x) = 1 1+e=x = -X ex e ht(x) ex + e-x Show that neural nets created using the above two activation functions can gen- erate the same function. Hint: First compute the relationship between he(x) and h₁(x) and then show that the output functions are same, with the parameters differing only by linear transformations and constants.

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To show that neural networks created using the sigmoid activation function hsx and the hyperbolic ta... View the full answer