Artificial neuron type:

  • The perceptron
    • Work
      perceptron-work perceptron-fomula
    • Example: go to festival
      • Weather(X1):Good(1), Bad(0). W1=6
      • Accompany(X2):Go(1), No(0). W2=2
      • Transit(X3):v(1), x(0). W3=2
      • Threshold=5
    • Rule: change the Weight and Threshold variables to build differenct decision model. The Threshold variable decreased, your desire to go to the festival has increased.
    • Complex perceptrons: x, w are vectors. b is bias.
      complex-perceptrons perceptron-fomula-simplify
  • The sigmoid neuron