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Conference Oct 2026

A statistical-token adaptive temporal network for efficient motor imagery EEG analysis

Motor imagery (MI) based brain-computer interfaces are pivotal for neurorehabilitation but are often hindered by the low signal-to-noise ratio and non-stationary nature of EEG signals. To address the trade-off between feature extraction efficiency and model complexity in existing methods, this paper proposes a lightwei...

Yuan-Long Zhu, Qing Tao · 0 citations
Conference Oct 2026

A multimodal prosthetic hand control method integrating sEMG and visual recognition

The experimental results demonstrate that the proposed method exhibits potential feasibility in sEMG-based intention recognition and natural grasp control, while the subjective assessment indicates that the low-dimensional trigger strategy is acceptable for most participants in short-term use.

Yan-Song Niu, Qing Tao, Qing-Zheng Chen et al. · 0 citations

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