Regression ERP and Temporal Response Function toolboxes
This is a (likely incomplete) list of toolboxes dedicated to rERP/TRF analysis of EEG (and other modalities). Sorted by last updated (checked in Feb'25).
This list is biased simply because the Unfold-Team created it. Please provide PRs if your package does not appear, has been updated or if the the labels are not representative to the toolbox.
| Toolbox | Maintainer | Published | Updated | Focus on | Distinguishing features | Language |
|---|---|---|---|---|---|---|
| Unfold(.jl) | Ehinger | 2019 | 2025-01 | rERP, deconv., TRF | Formulas, non-linear splines, Mixed Models, speed | julia, python, matlab |
| Eelbrain | Brodbeck | 2023 | 2025-01 | TRF, deconv., rERP | Formulas, Boosting | python |
| mTRFpy | Bialas | 2023 | 2024-12 | TRFs | (see mTRF) | python |
| mTRF | Crosse | 2016 | 2024-09 | TRFs | regularization, decoding | matlab |
| LIMO | Pernet | 2021 | 2024-06 | rERP | SPM-like, many statistical tests | matlab |
Inactive
The following toolboxes did not receive updates in the last years and we label them as inactive
| Toolbox | Maintainer | Published | Updated | Focus on | Distinguishing features | Language |
|---|---|---|---|---|---|---|
| fitgrid | Portnoy | 2018 | 2022 | rERP | Formulas, Mixed Models | python |
| rERP eeglab | Burns | 2015 | 2015 | rERP | HED-tags | matlab |
| rERpy | Smith | 2015 | 2015 | rERP | python |