Author

S. Hofmann

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Sep 2026

Representational and Functional Robustness to Electrode Montages in EEG Foundation Models

This work investigates the effects of different electrode montages through a joint functional and representational analysis of four EEG foundation models selected to span distinct montage-handling designs, and shows that aggregation, not the encoder alone, determines functional robustness.

Jakob Steglich, Justus Meyer zu Bexten, Shakiba Moradi et al. · 0 citations

#machine learning Nov 2025

Attention Trajectories as a Diagnostic Axis for Deep Reinforcement Learning

A methodological framework for analyzing the learning process through quantitative analysis of saliency maps aggregates saliency information at the object and modality level into hierarchical attention profiles, quantifying how agents allocate attention over time, thereby forming attention trajectories throughout train...

Charlotte Beylier, Hannah Selder, A. Fleig et al. · arXiv.org · 0 citations