kivisaari_2018

This repository contains code and other material relating to Kivisaari et al. 2018: The brain reconstructs bits of information into rich meaningful representations

Authors:

Marijn van Vliet [email protected] Sasa Kivisaari [email protected]

A brief description of files in this repository:

zero_shot/zero_shot_decoding.py - This contains the actual machine learning code.

zero_shot/ridge.py - Linear regression using a regularization parameter (ridge regression). Adapted from the scikit-learn 0.18 code by Marijn van Vliet to suppert the alpha_per_target parameter.

zero_shot/stability_selection.py - This script is for selecting voxels with highest correlation across trials

stimuli/stimulus_list.xlsx - List of stimuli used in the experiment and translations thereof.

stimuli/clues_block<A/B/C/D/E/F>.txt - All clue triplets in the experiment.

behavioral/behavioral_data.xslx - Behavioral accuracies in the Guessing game task by target item and block.