I was made aware that something went wrong with the links, so here are they again:
doi.org/10.1162/IMAG...

github.com/s-ccs/unfold...

Oh no, something went wrong with the thread! Here is the paper:
doi.org/10.1162/IMAG...

And the github: github.com/s-ccs/unfold...

7/7 For questions or ideas, please reach out, we are always happy to collaborate!

All code is CC-By and can be found on our GitHub at: github.com/s-ccs/unfold...

doi.org/10.1162/IMAG...

6/7 … as well as a free viewing EEG experiment (data from Anna Lisa Gert)

doi.org/10.1111/ejn....

5/6 We additionally show that our approach works on fMRI data (kindly provided by @jeanette-mumford.bsky.social), ...

4/7 Through simulations, we show that spline-regression / #GAM outperforms other approaches - and that not modelling overlap or duration is not an option (here shown one simulation, but many more in the paper!)

3/7 One complication: Durations typically come with overlapping signals (in fMRI this is obvious, but also in #EEG!). Deconvolution/TRF-modelling is possible, but can we model duration and deconvolution at the same time?

2/7 Especially for fMRI and reaction time, e.g. by
@jeanette-mumford.bsky.social

et al. '23 modelled reaction times explicitly and found many effects!
We argue that duration-modelling could be generalized to all forms of durations and brain related time-series.

doi.org/10.1038/s415...

The individual toolboxes received lots of 💗 and 💦 from their respective authors:
@judithschepers.bsky.social @theneurocookies.bsky.social @vladimik.bsky.social

Big round of applause 👏🏼!!

"It turns out there is higher agreement between two letters written by the same referee for different candidates, than there is for two letters (written by two different referees) for the same candidate!" Plus huge gender and cultural biases.

theconversation.com/bias-creeps-...