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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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Journal Article
Federated Transfer Learning for EEG Signal Classification
Ju, Ce, Gao, Dashan, Mane, Ravikiran, Tan, Ben, Liu, Yang, Guan, Cuntai
Published in Proceedings of the annual international conference of the IEEE Engineering in Medicine and Biology Society (01.07.2020)
Published in Proceedings of the annual international conference of the IEEE Engineering in Medicine and Biology Society (01.07.2020)
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Conference Proceeding
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Conference Proceeding