BrainPlayback Task02 Code Repository

This repository contains the code and resources for the BrainPlayback Task02 experiment.

Manuscript Title: Neural correlates of emotional responses to self-selected music: Evidence from multivariate pattern analysis

Dataset URL: BrainPlayback Task02 Dataset

Preprint: BrainPlayback Task02 Preprint

Authors: Alexandre Sayal, Teresa Sousa, César F. Lima, Miguel Castelo-Branco, Inês Bernardino, Bruno Direito

Folder Structure

• behavioral/: Contains scripts for analyzing behavioral data from the experiment.
• bids/: Contains BIDS-compliant data organization for the experiment.
• data/: Contains data files used in the experiment, including music matrices and metadata.
• docs/: Contains documentation files related to the experiment and its analysis.
• fmriprep/: Contains scripts for preprocessing and analyzing fMRI data related to the experiment.
• glm/: Contains scripts for General Linear Model (GLM) analysis of the fMRI data.
• legacy/: Contains legacy scripts and data that may not be actively used in the current analysis.
• legacy_mvpa/: Contains legacy scripts for multivariate pattern analysis (MVPA) that may not be actively used in the current analysis.
• log/: Contains log files generated during the analyses.
• music_feature_extraction/: Contains scripts for extracting features from music used in the experiment.
• music_wav_extraction/: Contains scripts for extracting audio features from music files used in the experiment.
• mvpa_08_stability_bold: Contains scripts for multivariate pattern analysis (MVPA) of BOLD data from the experiment.
• prt_creator/: Contains scripts for creating protocol (PRT) files used in the experiment.
• stimulus/: Contains Jupyter notebooks and scripts for running the BrainPlayback Task02 experiment.