Highspeed Analysis

Overview

This repository contains all code for statistical analyses used in Wittkuhn & Schuck, 2020, Nature Communications.

Please visit https://wittkuhn.mpib.berlin/highspeed/ for the project website and https://gin.g-node.org/lnnrtwttkhn/highspeed-analysis to get the actual data.

Dataset structure

/code contains all project-specific code, mainly .Rmd notebooks. The rendered versions of the notebooks can be found on the project website at https://wittkuhn.mpib.berlin/highspeed/
/data contains relevant input datasets: the behavioral events.tsv files in the BIDS dataset (highspeed-bids) and the decoding results of (highspeed-decoding)
/figures and /sourcedata are empty subdirectories that are populated with the Figures and Source Data produced by the .Rmd scripts in /code

Citation

Wittkuhn, L. and Schuck, N. W. (2020). Dynamics of fMRI patterns reflect sub-second activation sequences and reveal replay in human visual cortex. Nature Communications.

A preprint (old version) is available at:

Wittkuhn, L. and Schuck, N. W. (2020). Faster than thought: Detecting sub-second activation sequences with sequential fMRI pattern analysis. bioRxiv. doi:10.1101/2020.02.15.950667

Contact

Please create a new issue if you have questions about the code or data, if there is anything missing, not working or broken.

For all other general questions, you may also write an email to:

License

All of the data are licensed under Creative Commons Attribution-ShareAlike 4.0. Please see the LICENSE file and https://creativecommons.org/licenses/by-sa/4.0/ for details.

README.md 1.8 KB Permalink History Download