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brain disease detection 1cross-subject eeg classification 1inter-subject variability 1motor imagery 1shortcut learning 1

From the 1 of 3 linked papers with an AI index.

most citedCross-Subject Generalization for EEG Decoding: A Survey of Deep Learning Methods

2 citations · 3 across the 2 of their papers we have counts for

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cs.CE2026★ 1 cited

What Causes Performance Degradation in Cross-Subject EEG Classification?

Yihe Wang, Taida Li, Yujun Yan +2

The paper systematically studies why cross‑subject EEG classification performs worse than subject‑dependent classification, identifying inter‑subject variability and shortcut learn…