DCFC 2001/02

Lecture plan.

  1. Introduction: O'Reilly & Munakata chapter 1, Gurney chapter 1
  2. Hopfield networks: Hertz, Krogh & Palmer chapter 2, Gurney chapter 7
  3. The Neuron Model: O'Reilly & Munakata chapter 2, Gurney chapter 2
  4. Networks of Neurons: O'Reilly & Munakata chapter 3
  5. Self-organizing networks: Hertz, Krogh & Palmer chapter 8, 9, Gurney chapter 8
  6. Hebbian learning: O'Reilly & Munakata chapter 4
  7. Perceptrons and Backpropogation networks: Hertz, Krogh & Palmer chapter 5, 6, Gurney chapter 5, 6
  8. Error-driven Task Learning: O'Reilly & Munakata chapter 5
  9. Advanced learning mechanisms: O'Reilly & Munakata chapter 6, Hertz, Krogh & Palmer chapter 7
  10. Brain Organisation and Cognitive Phenomena: O'Reilly & Munakata chapter 7
  11. Vision I: O'Reilly & Munakata chapter 8
  12. Vision II
  13. Memory I: O'Reilly & Munakata chapter 9
  14. Memory II
  15. Language I: O'Reilly & Munakata chapter 10
  16. Language II
  17. Higher-level Cognition: O'Reilly & Munakata chapter 11
  18. Summary and Review