Schedule

 

Week

 

Starting

Labs
Tue 4-6 or Thu 2-4
GP-south 78-116

Lab questions

Revision
questions

Lecture notes
Thu 4-6
GP-south 78-344

Readings

1

2nd Aug

 

No lab

 

 

Introduction

CMC
1 Preface;
2 Intro to NN;
3 Intro to BW

2

9th Aug 

Introduction to BrainWave (ch 3)

IAC and Jets & Sharks model (ch 4)

Week 2

IAC model

Intro to the Stroop effect

Model of the Stroop effect

 

3

16th Aug 

The Stroop model (ch 10)

Week 3

Stroop network with numbers

Human memory: Hebbian learning

 

4

23rd Aug 

The Hebbian Network (ch 5)

Week 4

Memory model

Unsupervised learning: SOM

 

5

30th Aug 

The Self-Organizing Map (ch 8)

Week 5

Week 5 answer sheet

SOM 

Supervised learning: backpropagation

 

6

6th Sept

 

Backprop (ch 7) and Simple recurrent networks

 Week 6

Week 6 answer sheet

 Backprop

Modeling time and dynamically interacting agents: firefly synchronization

 

7

13th Sept

Fireflies (BrainWave)

BrainWave1.1

Week 7 

Firefly and RNNs 

Models of evolutionary processes: introduction to evolutionary computation (hard copy of lecture notes only)

 

8

20th Sept

EC I:  Intro to EC

 EC I:  Intro to EC

 EC I

Evolution of altruism, the role of game theory

 

 

mid-semester break

27th Sept

 

 

 

 

 

 

Mid Semester Break

 

9

4th Oct

EC II: Baldwin effect

EC II: Baldwin effect 

EC II

Evolution of human behaviour

 

 

10

11th Oct

EC III: The IPD

 EC III: The IPD

EC III 

Models of analogical reasoning: Copycat

 

11

18th Oct

CopyKitten

 Week 11

Copycat

Embodied cognition: the role of robotics

 

12

25th Oct

Reserved for Asgt work
Assignment
Marking Scheme

 No lab

Embodied cognition

UTCs: SOAR 

Unified theories of cognition

 

13

1st Nov

Reserved for Asgt work

 No lab

 Past exam papers (IC230 and IC231) are available online from 1998 and 1999 and 2000 (in pdf)

Revision