Understanding Artificial Neural Networks Quiz
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Questions and Answers

What is the main technique used for adjusting the connection weights in artificial neural networks?

  • Perceptrons
  • Backpropagation (correct)
  • Gradient descent
  • Multi-layer networks

    • What is the approximate number of connections (synapses) per neuron in the human brain?

  • ~104–105 (correct)
  • 0.1 secs
  • ~1010
  • > 10-3 secs

    • In artificial neural networks, what type of input is typically handled?

  • Real-valued and unweighted
  • Binary and unweighted
  • Low-dimensional discrete
  • High-dimensional discrete or real-valued (correct)

    • What defines the usefulness of neural networks in applications?

    <p>Their capability to learn complex mappings from inputs to outputs based on samples</p> Signup and view all the answers

    What allows artificial neural networks to carry out highly parallel, distributed processing?

    <p>Many weighted interconnections among units</p> Signup and view all the answers

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