Skip to main content

Modelling Cognition Using Bayesian Inference

This lesson breaks down the principles of Bayesian inference and how it relates to cognitive processes and functions like learning and perception. It is then explained how cognitive models can be built using Bayesian statistics in order to investigate how our brains interface with their environment. 

This lesson corresponds to slides 1-64 in the PDF below. 

Topics covered in this lesson
  • Bayesian inference
  • Integration optimization
  • Generative models
Slides (63.53 MB)