Unfold Ecosystem

The Unfold family is a set of time-series analysis, visualization, and simulation toolboxes built around the regression ERP (rERP) framework. That is, the application of multiple regression models to time series data. While all packages have a focus on EEG data, they can typically be easily applied to pupil dilation, skin conductance, or even fMRI data.

Analysis of regression ERPs Unfold.jl Logo bright
Mass Univariate Linear Mixed ModelsUnfold.jl Logo bright
Visualization of ERP/EEG data and Unfold modelsUnfoldMakie.jl Logo bright
Simulation of event-based EEGUnfoldSim.jl Logo bright
BIDS-pipeline support for Unfold.jlUnfoldBIDS.jl Logo bright
Decoding with overlap/covariate correctionUnfoldDecode.jl Logo bright
Statistics for Unfold modelsUnfoldStats.jl Logo bright
Tipp

The different packages can often be used independently from each other. Choose the functionality you require and have fun with one of the Getting Started tutorials!

Citing

Writing this software is an ongoing effort by many people. Please cite our tools when using them so that we can continue developing tools for the community!

In general, please cite the current Zenodo version of the toolbox (to give credit to the current contributors and maintainers) and the published paper (to acknowledge the initial effort to start a tool).

Unfold.jl: Zenodo DOI and published paper

UnfoldMakie.jl: Zenodo DOI and published paper

UnfoldSim.jl: Zenodo DOI

UnfoldBIDS.jl: Zenodo DOI

UnfoldStats.jl: Zenodo DOI

UnfoldDecode.jl: no DOI yet