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#eeg-denoising

DenoFlow: Flow Matching for SSVEP Denoising under Real Physiological Artifacts

arXiv cs.LG ↗ · 2026-10-08 Cached

提出了DenoFlow,一种基于整流流(rectified flow)的SSVEP脑电信号去噪方法,通过回归污染信号与干净信号间直线路径的速度场实现去噪,并在两个公开SSVEP数据集上超越了七个基线模型的信号保真度与解码准确率。

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#eeg-denoising

Enabling Unsupervised Training of Deep EEG Denoisers With Intelligent Partitioning

arXiv cs.LG ↗ · 2026-05-11 Cached

This paper proposes Intelligent Partitioning for Self-supervised Denoising (iPSD), a method enabling unsupervised training of deep EEG denoisers by partitioning noisy segments without requiring clean reference data.

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