Hyperalignment using Budapest data

This repository contains scripts to perform searchlight hyperalignment and movie segment decoding using the Budapest dataset.

hyperalignment_pymvpa_splits.py trains hyperalignment using one half of the movie, and applies the transformation matrix to the other half.

decoding_segments_splits.py performs movie segment classification using 15 s segments, similar to Haxby et al. (2011) and Guntupalli et al. (2016, 2018).