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An end-to-end deep learning approach to MI-EEG signal classification for BCIs
Dose, Hauke, Møller, Jakob S., Iversen, Helle K., Puthusserypady, Sadasivan
Published in Expert systems with applications (30.12.2018)
Published in Expert systems with applications (30.12.2018)
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Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload
Zarjam, Pega, Epps, Julien, Lovell, Nigel H.
Published in IEEE transactions on autonomous mental development (01.12.2015)
Published in IEEE transactions on autonomous mental development (01.12.2015)
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Instance Transfer Subject-Dependent Strategy for Motor Imagery Signal Classification Using Deep Convolutional Neural Networks
Duan, Nan, Han, ChengCheng, Tian, Peiyuan, Chen, Longting, Xu, Guanghua, Zhang, Kai, Zhang, Sicong
Published in Computational and mathematical methods in medicine (28.08.2020)
Published in Computational and mathematical methods in medicine (28.08.2020)
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Data Augmentation for Motor Imagery Signal Classification Based on a Hybrid Neural Network
Zhang, Kai, Xu, Guanghua, Han, Zezhen, Ma, Kaiquan, Zheng, Xiaowei, Chen, Longting, Duan, Nan, Zhang, Sicong
Published in Sensors (Basel, Switzerland) (11.08.2020)
Published in Sensors (Basel, Switzerland) (11.08.2020)
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EEG-ConvoBLSTM: A novel hybrid model for efficient EEG signal classification
Zhang, Lihua, Zhang, Xin, Zhang, Xiu, Yang, Yingjie
Published in Review of scientific instruments (01.06.2025)
Published in Review of scientific instruments (01.06.2025)
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Cross-dataset transfer learning for motor imagery signal classification via multi-task learning and pre-training
Xie, Yuting, Wang, Kun, Meng, Jiayuan, Yue, Jin, Meng, Lin, Yi, Weibo, Jung, Tzyy-Ping, Xu, Minpeng, Ming, Dong
Published in Journal of neural engineering (01.10.2023)
Published in Journal of neural engineering (01.10.2023)
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ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification
Zhu, Bingzhao, Farivar, Masoud, Shoaran, Mahsa
Published in IEEE transactions on biomedical circuits and systems (01.08.2020)
Published in IEEE transactions on biomedical circuits and systems (01.08.2020)
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RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification
Chen, Fan, Song, Linghao, Li, Hai Helen, Chen, Yiran
Published in Proceedings - Design, Automation, and Test in Europe Conference and Exhibition (01.02.2021)
Published in Proceedings - Design, Automation, and Test in Europe Conference and Exhibition (01.02.2021)
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Knowledge-enhanced meta-transfer learning for few-shot ECG signal classification
Fan, Lulu, Chen, Bingyang, Zeng, Xingjie, Zhou, Jiehan, Zhang, Xin
Published in Expert systems with applications (05.03.2025)
Published in Expert systems with applications (05.03.2025)
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