EEG Foundation Challenge 2025 winner---Computational Neuroscience Lab, KU Leuven

The 2025 EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding is a biosignal challenge accepted to the NeurIPS 2025 Competition Track.

This competition aims to advance the field of EEG decoding by addressing two critical challenges:

1. Cross-Task Transfer Learning: Developing models that can effectively transfer knowledge from any cognitive EEG tasks to active task

2. Subject Invariant Representation: Creating robust representations that generalize across different subjects while predicting clinical factors

This talk will be given by the winners of the first challenge.