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News/DiffEEG: A Self-Supervised Denoising Diffusion Model for Learning EEG Generic Representations
arxiv
PublishedJuly 14, 2026 at 4:00 AM

DiffEEG: A Self-Supervised Denoising Diffusion Model for Learning EEG Generic Representations

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arXiv:2607.11578v1 Announce Type: cross Abstract: Deep learning for EEG-based seizure detection faces critical challenges: severe annotation scarcity and extreme class imbalance, where ictal events comprise less than 10\% of clinical recordings. We present DiffEEG, a 9.6M-parameter self-supervised f

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