reversal-learning_behav

analysis script for the publication: Oberwelland E, Kruppa J, Fink GR, Herpertz-Dahlmann B, Konrad K, Schulte-Rüther M (2021). Developmental trajectories of probabilistic reversal learning: a computational modeling approach. Frontiers in Neuroscience doi:10.3389/fnins.2020.536596.

fits a Rescorla-Wagner model and two HGF model variants to data from a reversal learning task

usage

• download the data
• set paths to data and tapas toolbox
• run run_analysis.m in Matlab

prerequisites

• Matlab (tested with Matlab 8.5)
• Tapas Toolbox, Tapas version: 2.0.0.1 (HGF version v4.0, ReleaseID: 5e8a40)