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(a) Calculate the cross-entropy loss of the following network when the input image is an image of Dog. Show all your calculations. Use Matrix formats.

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(a) Calculate the cross-entropy loss of the following network when the input image is an image of Dog. Show all your calculations. Use Matrix formats. Use RELU activation. (b) What is activation function. What are the benefits of using RELU over Sigmoid

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