Which statement correctly describes the layers of a neural network?

Options

  • A. The input layer receives data, hidden layers perform intermediate processing, and the output layer produces the final result
  • B. The hidden layer only stores the original dataset
  • C. The output layer always contains the raw input data
  • D. All layers perform exactly the same function
  • E. None of the above

Correct Answer (Detailed Explanation is Below)

A. The input layer receives data, hidden layers perform intermediate processing, and the output layer produces the final result

Detailed Explanation

A neural network commonly consists of an input layer, one or more hidden layers, and an output layer. The input layer receives features, hidden layers perform transformations and learn representations, and the output layer produces the final prediction or result.

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