NPTEL Deep Learning Week 4 Assignment Answers 2025
1.
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2.
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3.
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4.
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5. Which logic function can be performed using a 2-layered Neural Network?
a. AND
b. OR
c. XOR
d. All
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6.
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7. Which among the following options give the range for a logistic function?
a. -1 to 1
b. -1 to 0
c. 0 to 1
d. O to infinity
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8. The number of weights (including bias) to be learned by the neural network having 3 inputs and 2 classes and a hidden layer with 5 neurons is: (Assume we use 2 output nodes for 2 classes)
a. 12
b. 15
c. 25
d. 32
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9.
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10. Which activation function is more prone to vanishing gradient problem?
a. ReLU
b. Tanh
c. sigmoid
d. Threshold
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