Code for Brady, Konkle, Alvarez (2009)

Matlab code for the Bayesian learning model and the Huffman code, self-information and probabilistic chunking models from Brady, Konkle, Alvarez (2009), Compression in Visual Working Memory: Using Statistical Regularities to Form More Efficient Memory Representations, Journal of Experimental Psychology: General. Download all three files and then run ModelingAndDataExample.m to see example graphs from all of the models.

• Main modeling code (ModelingAndDataExample.m)
• Huffman code generation (HuffmanCodeSet.m)
• Sample subject data (subjectData.mat)