Lightweight Semantic EEG Foundation Model for Frozen Cross-Disorder Transfer

arXiv:2610.05503 · cs.LG, eess.SP, q-bio.NC · Submitted 2026-10-04 · Read on arXiv

cs.LG, eess.SP, q-bio.NC

Submitted: 2026-10-04

Updated: 2026-10-04

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Foundation Model — 1× in this paper · explained in 3 episodes

Sources

• MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
• EEG Foundation Models: A Critical Review of Current Progress and Future Directions
• Representation Learning with Contrastive Predictive Coding
• Large Language Models for EEG: A Comprehensive Survey and Taxonomy
• PaLM: Scaling Language Modeling with Pathways
• EEG-Bench: A Benchmark for EEG Foundation Models in Clinical Applications

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