PicoSleepNet: An Ultra Lightweight Sleep Stage Classification by Spike Neural Network Using Single-Channel EEG Signal

Shengnan Liu, Haoming Chu, Yukun Feng, Yulong Yan, Ning Ma, Yuxiang Huan. PicoSleepNet: An Ultra Lightweight Sleep Stage Classification by Spike Neural Network Using Single-Channel EEG Signal. IEEE Transactions on Information Technology in Biomedicine, 30(3):2681-2693, March 2026. [doi]

Authors

Shengnan Liu

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Haoming Chu

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Yukun Feng

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Yulong Yan

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Ning Ma

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Yuxiang Huan

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