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.