Monday 22 May
outline

Trainable Classifiers -- Neural Networks

Perceptrons

  Single-layer perceptrons
  Training sequences and convergence
  Linear separability of classes of input vectors
  The exclusive-Or function
  Intractability of training multilayer perceptrons

Feedforward Neural Networks

  Sigmoid functions
  Backpropagation
  Application to the exclusive-or problem