Week 2

Lecture 4

  • Where does knowledge come from?
  • How do we make a case for innateness?
  • Original Sim
  • Marr’s levels of analysis
  • The anatomy of a learning algorithm

Lecture 5

  • Perceptron
  • Perceptron: Learning Algorithm

Lecture 6

  • Multi-Layer Perceptron
  • Backpropagation