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Deep Learning, Quiz 1

May 2026 term, 19 Jul 2026, Set 1

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Question 1

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State whether the following statement is true or false. The decision boundary learned by a neural network is always non-linear.

Select one option

A.
True
B.
False

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State whether the following statement is true or false. The decision boundary learned by a neural network is always non-linear. Consider the following two statements and select the correct options. Statement I: A single MP neuron can be used to represent all linearly separable Boolean functions. Statement II: Every linearly separable boolean function can be represented using at least one MP neuron. Two runs of gradient descent on from the same starting point produce Graph X and Graph Y using two learning rates: Which among the following options could be correct? Two runs of gradient descent on from the same starting point produce Graph X and Graph Y using two learning rates: