CSC8314 Neuroinformatics
Seminar papers
seminar.zip
Week 1: Introduction
Overview of the module
Lecture: Introduction (Chapter 1 of the textbook)
Practical: Introduction to Matlab
Week 2: Neurons and conductance-based models
Lecture: Neurons and conductance-based models (Chapter 2 of the textbook)
Practical: Matlab - Getting started
Practical: work sheet
Practical: Matlab code for the work sheet
Week 3: Simplified neuron and population models
Lecture: Simplified neuron and population models (Chapter 3 of the textbook)
Practical: work sheet
Week 4: Information theory and neural coding
Lecture: Information theory and neural coding (Appendix D of the textbook)
Practical: work sheet
Week 5: Associators and synaptic plasticity
Lecture: Associators and synaptic plasticity (textbook chapter 4)
Practical: work sheet
Week 6: Brain Connectivity Analysis I
Lecture: Brain Connectivity Analysis I
Week 7: Brain Connectivity Analysis II
Lecture: Brain Connectivity Analysis II
Week 8: Feed-forward mapping networks
Lecture: Feed-forward mapping networks (textbook chapter 6)
Week 9: Self-organizing maps
Lecture: Self-organizing maps (textbook chapter 7)
Week 10: Cognitive models
Lecture: Cognitive models (textbook chapter 10)