CGSC5001 Lectures
Here are the lectures comprising the course, along with their associated assignments and reading lists.
All assignments are due one week after their lecture.
| Date | Topic | Assignments | Readings |
|---|---|---|---|
| Sept 13 | Introduction | Assignment 1 | |
| Sept 20 | Cellular Automata | Assignment 2 | Readings |
| Sept 27 | Genetic Algorithms: Introduction | Assignment 3 | Readings |
| Oct 4 | Genetic Algorithms: Applications | Assignment 4 | |
| Oct 11 | Evolutionary Strategies, Neutral Networks and Extrema Selection | Assignment 5 | Readings |
| Oct 18 | Lecture 5½: Evolutionary Models | Readings | |
| Oct 18 | Neural Networks: Introduction | ||
| Oct 25 | Back-propagation Neural Networks | Assignment 6 | Readings |
| Nov 1 | Recurrent Networks and Self-Organizing Maps | Assignment 7 | Readings |
| Nov 8 | ART and ARTMAP | Assignment 8 | Readings |
| Nov 15 | Reinforcement Learning, Whole-System models | Assignment 9 | Readings |
| Nov 22 | Expert Systems and ACT-R | Assignment 10 | Readings |
| Nov 29 | Computational Modelling as Science |