Deep Learning, Quiz 1

September 2023 term, 29 Oct 2023, Set QPE2

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Question 1

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Consider the two binary images shown below. The white square represents 0 and the black square represents 1. Suppose we use MP neuron to classify these two images by flattening the image of size 5 × 5 into a vector of length 25 × 1.

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Which of the following threshold θ will help the MP neuron classify these two images correctly with the following decision rule? Assume the image of number two belongs to class (1) and the image of number one belongs to class (0)

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Select all that apply.

• A.

  10

• B.

  9

• C.

  11

• D.

  14

• E.

  16

• F.

  None of these

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Consider the two binary images shown below. The white square represents 0 and the black square represents 1. Suppose we use MP neuron to classify these two images by flattening the image of size 5 × 5 into a vector of length 25 × 1. Figure from the original question paper Which of the following threshold *θ* will help the MP neuron classify these two images correctly with the following decision rule? Assume the image of number two belongs to class (1) and the image of number one belongs to class (0) Figure from the original question paper Figure from the passage in the original paper Based on the above data, answer the given subquestions. Figure from the original question paper Figure from the passage in the original paper Based on the above data, answer the given subquestions. The statement that the perceptron update rule works only for Boolean inputs and Boolean output is