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Author

Qing-Lin Zhao

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Open access Sep 2026

MF-PNet: A Lightweight Multi-Frequency Progressive Neural Network for Depression Classification Deployed on Wearable EEG Sensors.

Low-channel wearable EEG offers a compact acquisition configuration for depression recognition, but its limited spatial coverage and the computational constraints of edge devices present challenges for representation learning and embedded inference. This paper presents MF-PNet, a multi-frequency progressive neural netw...

Fu-Ze Tian, Ren-Jie Lv, Li-Xin Zhang et al. · 0 citations

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