EEG Foundation Models: Progresses, Benchmarking, and Open Problems
Paper • 2601.17883 • Published • 20
Dingkun Liu
DiMaria0817
AI & ML interests
Brain-computer interfaces, transfer learning, foundation model
Organizations
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authored a
paper 2 months ago
submitted a
paper to Daily Papers 2 months ago
authored 4
papers 9 months ago
CLEAN-MI: A Scalable and Efficient Pipeline for Constructing High-Quality Neurodata in Motor Imagery Paradigm
Paper • 2506.11830 • Published • 2
MIRepNet: A Pipeline and Foundation Model for EEG-Based Motor Imagery Classification
Paper • 2507.20254 • Published • 21
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification
Paper • 2503.05349 • Published • 1
UMMAN: Unsupervised Multi-graph Merge Adversarial Network for Disease Prediction Based on Intestinal Flora
Paper • 2407.21714 • Published • 1