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Question 32 - H13-311_V3.5 discussion

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In a fully-connected structure, a hidden layer with 1000 neurons is used to process an image with the resolution of 100 x 100. Which of the following is the correct number of parameters?

A.
100,000
Answers
A.
100,000
B.
10,000
Answers
B.
10,000
C.
1,000,000
Answers
C.
1,000,000
D.
10,000,000
Answers
D.
10,000,000
Suggested answer: C

Explanation:

In a fully-connected layer, the number of parameters is calculated by multiplying the number of input features by the number of neurons in the hidden layer. For an image of resolution 100100=10,000100 \times 100 = 10,000100100=10,000 pixels and a hidden layer of 1,000 neurons, the total number of parameters is 10,0001,000=1,000,00010,000 \times 1,000 = 1,000,00010,0001,000=1,000,000.

asked 26/09/2024
Borja Arranz Palenzuela
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