Question 51Asked in BEL PE Computer Science, 20 Dec 2025 (5:00 PM)

Which of the following statements is most accurate about the learning process in a feedforward neural network that is trained using backpropagation?

  1. AHidden layer weights remain constant during training to maintain stability.
  2. BThe output layer weights are updated randomly to prevent overfitting.
  3. CWeight updates depend only on the current input vector.
  4. DError gradients are propagated backward layer by layer to adjust weights.
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Correct answer: (D) Error gradients are propagated backward layer by layer to adjust weights.

From BEL PE Computer Science PYQ, 20 Dec 2025 (5:00 PM)

This is question 51 of BEL PE Computer Science PYQ, 20 Dec 2025 (5:00 PM). See all questions of this paper with answers, or attempt the paper as a timed online test to get your score and all-India rank.