fMRI Simulations for Testing RSA

1. Analyses of fMRI data from Horikawa & Kamitani (2017), available on openneuro
2. Based on (1), synthetic data with known noise structure are simulated
3. Simulations are used to test statistical inference of RSA 3.0 under different conditions:
   • Signal-to-Noise ratio
   • Noise Normalization procedure
   • Number of fMRI runs
   • Number of unique representations

Process Flowchart