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Introduction to Deep Learning and Generative AI · Quiz 1 · 26 Oct 2025 · September 2025 term

Question 9: If all the weights are initalized to 0 and the input to t…

Question 9

+3 marksOne correct option

Based on the above data, answer the given subquestions.

If all the weights are initalized to 0 and the input to the network is also a zero vector, then what should be the value of bias so that the output of the network is 0.5 ?

  1. A

    0.5

  2. B

    ln(5)

  3. C

    ln(1)

  4. D

    1

Show answer

Correct answer

  • C

    ln(1)

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Question 9 of 20 in the IIT Madras BS Introduction to Deep Learning and Generative AI (Deep Learning and GenAI) Quiz 1 paper sat on 26 Oct 2025, in the September 2025 term (IIT M DIPLOMA AN EXAM QDD2 26 Oct 2025). It carries 3 marks.

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