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Conference Open access Sep 2026

When and How to Adapt: Subject Shifts Detection and Prototype-Guided Correction for Online EEG Decoding

A novel Prototype-driven online EEG Decoding framework (PRED) that incorporates a Subject Shift Detector based on policy stability to reliably identify latent domain shifts unsupervisedly, thereby constructing adaptive soft boundaries and a Prototype-guided Shift Correction mechanism that leverages a multi-granular mem...

Shaoqi Zhang, Xi Jin, Xiaojun Ning et al. · 0 citations

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