Stefan Haufe

@sparsity.bsky.social

Professor of Machine Learning at TUBerlin, group leader at PTB. Lab account: @qailabs.bsky.social. @sparsity@mastodon.social tu.berlin/uniml/about/head-of-group

Thank you for the great work @willenjoy.bsky.social ! An important step towards understanding and correcting bias in source localizations and functional connectivity due to source leakage.

Nikolai Kapralov@willenjoy.bsky.social · 8mo ago

Our new preprint on promises and caveats of the extraction of M/EEG activity from ROIs is out (see more details in the reposted thread): www.biorxiv.org/content/10.6... Huge thanks to @studenova.bsky.social, Ruben Eguinoa, Guido Nolte, @sparsity.bsky.social, Arno Villringer, and Vadim Nikulin!

We are happy to announce that the Proceedings of #NeuralTraces2024 have appeared: doi.org/10.14279/dep... Time to commemorate this great event, hosted by the PTB in Berlin, and to browse through the interesting works on M/EEG methods and clinical applications presented.

Abstracts of Neural Traces 2024

Neural Traces 2024 was a three-day on-site workshop that took place from the 10th to the 12th of April 2024 at the Physikalisch-Technische Bundesanstalt (PTB) in Berlin, Germany. The workshop covered ...

doi.org

Happy to share our perspective preprint on the state of explainable AI. XAI needs to shift from algorithm- to problem-driven development to make sure methods can serve meaningful purposes. We are looking forward to discuss, here or on alphaxiv.org/abs/2409.14590 .

Explainable AI needs formal notions of explanation correctness | alphaXiv

The use of machine learning (ML) in critical domains such as medicine poses risks and requires regulation. One requirement is that decisions of ML systems in high-risk applications should be human-und...

alphaxiv.org

A few more days to submit to Neural Traces 2024 - our Advanced M/EEG Methods and Clinical Applications Workshop in Berlin!

Quality AI Labs Berlin@qailabs.bsky.social · 3y ago

We are excited to see a lot of great work being submitted to Neural Traces 2024 (neuraltraces2024.org/submission.h...) but also realize that some authors may be under pressure to submit in time. Therefore, we extended the abstract deadline one last time to Friday Jan 19, 9:00am CET.