UnfoldDecode.jl Documentation
In UnfoldDecode.jl we develop new approaches, collect other algorithms, and provide tutorials, to decode overlapping and/or covariate-heavy EEG data.
Key features
This toolbox right now implements:
- Overlap-corrected decoding ala Gal Vishne, Leon Deouell et al.
- Covariate-corrected decoding ala back-to-back regression, Jean-Remy King et al.
Installation
julia> using Pkg; Pkg.add("UnfoldDecode")For more detailed instructions please refer to Installing Julia & Unfold Packages.
Usage example
Where to start: Learning roadmap
First steps B2B
📌 Goal: Learn why to use back-to-back regression, next learn how easy it is to apply it to your data
🔗 B2B explained, B2B quickstart
First Steps Overlap correction
📌 Goal: Learn how to run overlap corrected Unfold-style deconvolution models
🔗 overlap-corrected decoding tutorial