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Xin-Jie He

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Aug 2026

Hands-free motor imagery EEG classification via LLM multi-agents.

BACKGROUND Motor imagery (MI) brain-computer interfaces (BCI) rely on precise electroencephalogram (EEG) classification. However, issues such as the reliance on extensive manual experience for MI-EEG model design, parameter tuning, and optimization directions, along with the poor task flexibility of foundation models a...

Rui-Yu Zhao, Shurui Li, Xin-Jie He et al. · 0 citations

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