Decoding Music-Evoked Valence and Arousal: Unraveling the Neural Correlates of Music Characteristics through fMRI
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Preprint at bioRxiv
This is the first task of the project Brainplayback - "Playback the music of the brain - decoding emotions elicited by music in the human brain". This project aims to unravel the unknown relation between the classification of music excerpts regarding perceived emotions and the neural correlates associated, as measured by functional magnetic resonance imaging (fMRI). Ultimately, we aim to establish the connection between music descriptors and brain activity patterns.
- bids: scripts to convert data to BIDS format
- data: data for the scripts
- decoding: MVPA scripts
- music-characterization-stim: stimulus for after task
- music-characterization-analysis: analysis of the music characterization task
- nilearn: scripts to run nilearn analyses
- random: random scripts that were used for figures etc
- stimlog-parser: scripts to parse the stimlogs
- stimulus: main stimulus in PsychoPy
Contributions are what make the open-source community, so any contributions are greatly appreciated.
If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue. Don't forget to give the project a star! Thanks again!