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Expressiveness of Perceptrons

  • A perceptron with g = step function can model Boolean functions and linear classification:
    • As we will see, a perceptron can represent AND, OR, NOT, but not XOR
  • A perceptron represents a linear separator for the input space

Speaker notes:

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