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Stefan Haufe @sparsity.bsky.social · 10d

After having pointed out severe shortcomings of existing XAI paradigms and feature attribution methods in the past, I am happy to announce two novel methodological contributions, to be presented in this year's main track of the premier ML conference, NeurIPS.

See LinkedIn post: tinyurl.com/25vu5xsm

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Stefan Haufe @sparsity.bsky.social · Aug 21

Very useful software not only for neuroscientists provided by @tsbinns.com . Bispectral analyses allow robust determination of transmission delays, phase-amplitude coupling and quantification of non-sinusoidality of oscillations. See also our methods preprints:

lnkd.in/gSsrqYpX
lnkd.in/gCaXDggK

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Stefan Haufe @sparsity.bsky.social · Aug 21

A huge thanks to you for the fantastic package, @tsbinns.com !

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Reposted by Stefan Haufe

Quality AI Labs Berlin @qailabs.bsky.social · Aug 6

Fantastic workshop on OPM imaging coming up at PTB, organized by our colleagues from Charité and PTB: conferences.ptb.de/event/15/

Brain Quantum Imaging

We are excited to announce the Brain Quantum Imaging conference on the occasion of the opening of the joint OPM-MEG centre of Physikalisch-Technische Bundesanstalt and Charité-Universitätsmedizin. Thi...

conferences.ptb.de

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Stefan Haufe @sparsity.bsky.social · Jul 8

📌

Reposted by Stefan Haufe

Andreas Horn @andreashorn.org · Apr 16

Probably the most insightful and most important paper on physiomarkers of subthalamic DBS in a long while. Bravo @julianneumann.bsky.social @tsbinns.com and team!!

Out at @natcomms.nature.com:
www.nature.com/articles/s41...

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Stefan Haufe @sparsity.bsky.social · May 14

Two days before deadline, looking forward to @overleaf.com being up again..!

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Sebastian @mersault.bsky.social · May 12

We have a PhD opening in Berlin on "Responsible Data Engineering", with a focus on data preparation for ML/AI systems.

This is a fully-funded position with salary level E13 at the newly founded DEEM Lab, as part of @bifold.berlin .

Details available at deem.berlin#jobs-2225

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Stefan Haufe @sparsity.bsky.social · Apr 1

Thanks a again to all who made it a success and specifically to @willenjoy.bsky.social for putting the book together!

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Stefan Haufe @sparsity.bsky.social · Apr 1

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

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Reposted by Stefan Haufe

Donald Tusk @donald-tusk.bsky.social · Feb 28

Dear Volodymyr Zelenskyy, dear Ukrainian friends, you are not alone.

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Stefan Haufe @sparsity.bsky.social · Feb 19

Great news: Thomas‘ study on shared and distinct mechanisms of PD therapeutics out soon! Thanks for the important work and great collaboration over the last years, @tsbinns.com , @julianneumann.bsky.social .

Thomas S. Binns @tsbinns.com · Feb 18

Excited to have my PhD project paper exploring the network mechanisms of neuromodulation accepted for publication!

We show how deep brain stimulation and medication exert a shared modulation of motor network synchrony in Parkinson's disease.

Schematic summary of therapeutic effects of dopamine and deep brain stimulation (DBS) across spatial, spectral, and temporal scales in Parkinson's disease.

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Reposted by Stefan Haufe

Johannes Hillje @jhillje.bsky.social · Jan 17

Das ZEW hat ausgerechnet, welche Einkommensgruppen von den Wahlprogrammen der Parteien jeweils am stärksten profitieren: www.sueddeutsche.de/projekte/art...

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Stefan Haufe @sparsity.bsky.social · Sep 24

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

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Reposted by Stefan Haufe

Quality AI Labs Berlin @qailabs.bsky.social · Apr 15

#NeuralTraces2024 at PTB Berlin concluded after three intense days. It was great to meet this high-flying crowd of researchers and to bring advanced M/EEG processing methods and their clinical applications a bit closer together. Thanks to all who participated!

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Reposted by Stefan Haufe

Quality AI Labs Berlin @qailabs.bsky.social · Apr 8

We are excited to be kicking off #NeuralTraces2024 tomorrow! Participants can keep up to date by checking in on neuraltraces2024.org as well as the Indico platform. Note that we also offer late and single-day on-site admissions!

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CoPhy team @cophy.bsky.social · Apr 8

On Thursday, don't miss out Sotirios Papadopoulos, who will present his work on motor imagery decoding using beta beta bursts at Neural Traces 2024! Neuraltraces2024.org

Neural Traces 2024 | About

Neuraltraces2024.org

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Reposted by Stefan Haufe

Quality AI Labs Berlin @qailabs.bsky.social · Mar 7

One day left to register for Neural Traces 2024!

neuraltraces2024.org/registration...

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Reposted by Stefan Haufe

Quality AI Labs Berlin @qailabs.bsky.social · Mar 6

Two!

neuraltraces2024.org/registration...

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Quality AI Labs Berlin @qailabs.bsky.social · Mar 4

Four more days to register for Neural Traces 2024 in Berlin!

Quality AI Labs Berlin @qailabs.bsky.social · Feb 20

General participant registration for Neural Traces 2024 is closing on March 8th! Secure your spot under t.co/uhWavR49ft .

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Reposted by Stefan Haufe

Quality AI Labs Berlin @qailabs.bsky.social · Feb 20

General participant registration for Neural Traces 2024 is closing on March 8th! Secure your spot under t.co/uhWavR49ft .

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Stefan Haufe @sparsity.bsky.social · Feb 7

We look forward to seeing you in Berlin to talk M/EEG.

Quality AI Labs Berlin @qailabs.bsky.social · Feb 7

Registration for Neural Traces 2024 has started! We warmly invite you to secure your participation in our M/EEG methods and clinical applications workshop taking place in Berlin April 10-12. Details: neuraltraces2024.org/registration...

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Stefan Haufe @sparsity.bsky.social · Jan 15

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 · Jan 15

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.

Reposted by Stefan Haufe

Quality AI Labs Berlin @qailabs.bsky.social · Jan 15

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.

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Reposted by Stefan Haufe

Quality AI Labs Berlin @qailabs.bsky.social · Jan 9

Note that we encourage submissions describing work-in-progress or planned studies!

Quality AI Labs Berlin @qailabs.bsky.social · Jan 3

The abstract submission deadline for our M/EEG workshop Neural Traces 2024 has been extended to January 16. Please have a look at neuraltraces2024.org for details on the submisission and a tentative list of speakers. We would love to welcome you in Berlin in April 2024!

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