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Enhancing transfer performance across datasets for brain-computer interfaces using a combination of alignment strategies and adaptive batch normalization
Xu, Lichao, Xu, Minpeng, Ma, Zhen, Wang, Kun, Jung, Tzyy-Ping, Ming, Dong
Published in Journal of neural engineering (01.08.2021)
Published in Journal of neural engineering (01.08.2021)
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Journal Article
Improving Transfer Performance of Deep Learning with Adaptive Batch Normalization for Brain-computer Interfaces
Xu, Lichao, Ma, Zhen, Meng, Jiayuan, Xu, Minpeng, Jung, Tzyy-Ping, Ming, Dong
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
Exploration of deep learning-driven multimodal information fusion frameworks and their application in lower limb motion recognition
Zhang, Changhe, Yu, Zidong, Wang, Xiaoyun, Chen, Ze-Jian, Deng, Chao, Xie, Sheng Quan
Published in Biomedical signal processing and control (01.10.2024)
Published in Biomedical signal processing and control (01.10.2024)
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Journal Article
A hybrid deep learning model for fault diagnosis of rolling bearings using raw vibration signals
Jiang, Liang, Tang, Jiahui, Sun, Ning, Wang, Songlei
Published in Measurement science & technology (01.09.2024)
Published in Measurement science & technology (01.09.2024)
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Journal Article
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
Wimpff, Martin, Dobler, Mario, Yang, Bin
Published in The ... International Winter Conference on Brain-Computer Interface (26.02.2024)
Published in The ... International Winter Conference on Brain-Computer Interface (26.02.2024)
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Conference Proceeding
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
Liao, Yiqiao, Zhang, Chao, Zhang, Milin, Wang, Zhihua, Xie, Xiang
Published in arXiv.org (24.01.2024)
Published in arXiv.org (24.01.2024)
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Paper
Journal Article