LeJEPA

Forgis Research Night – Learning to Dream in EEG
Lightning talk on LuMamba — using LeJEPA “world-model” self-supervision to pretrain a tiny, montage-agnostic foundation model for biosignals.
24 Jun 2026 16:00 DARE Campus (The JED), Zürich-Schlieren, Switzerland
Code Slides LUNA paper (arXiv)
Forgis Research Night – Learning to Dream in EEG
LuMamba: Latent Unified Mamba for Electrode Topology-Invariant and Efficient EEG Modeling
Topology-invariant, linear-complexity EEG foundation model; first systematic study of LeJEPA for biosignals.
Danaé Broustail, Anna Tegon, Thorir Mar Ingolfsson, Yawei Li, Luca Benini
PDF Project DOI
LuMamba: Latent Unified Mamba for Electrode Topology-Invariant and Efficient EEG Modeling