What is the basic function of an artificial neuron in a neural network?

Options

  • A. It processes input values using weights and an activation function to produce an output
  • B. It stores the complete training dataset permanently
  • C. It only performs database operations
  • D. It randomly generates the output without using input values
  • E. None of the above

Correct Answer (Detailed Explanation is Below)

A. It processes input values using weights and an activation function to produce an output

Detailed Explanation

An artificial neuron is a basic computational unit of a neural network. It receives input values, combines them using associated weights and a bias, and then applies an activation function to produce an output. It is inspired by the basic information-processing behavior of biological neurons.

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