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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
In a neural network, what is the function of the input layer?
  1. (A) It performs mathematical operations on the input data.
  2. (B) It connects neurons to the output layer for predictions.
  3. (C) It receives and passes the raw input data to the hidden layers.
  4. (D) It stores weights and biases for neural network training.
Previously asked in CBSE board exam
2025 104/S Q5 (ii)
Generated by claude-sonnet-4-6 · 2026-06-21 03:19 · grounding rag
Model Answer

(C) It receives and passes the raw input data to the hidden layers.

The input layer is the first layer of a neural network. Its job is to acquire data and feed it to the network; no processing occurs at the input layer.

Source: Chapter 2, Section 2.3 Artificial Neural Networks

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Explanation

The passage explicitly states: "The job of an input layer is to acquire data and feed it to the Neural Network. No processing occurs at the input layer." This rules out options (A) and (D). Option (B) describes the output layer's role, not the input layer. Examiners expect you to recall that the input layer only receives and forwards raw data — all computation happens in the hidden layers.

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