EEG Foundation Challenge 2025 winner---Computational Neuroscience Lab, KU Leuven
Liuyin Yang ⋅ Ang Li ⋅ Qiang Sun ⋅ Marc Van Hulle
2025 Spotlight Talk
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Workshop: Foundation Models for the Brain and Body Workshop
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Workshop: Foundation Models for the Brain and Body Workshop
Abstract
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:
Cross-Task Transfer Learning: Developing models that can effectively transfer knowledge from any cognitive EEG tasks to active task
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.
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