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Exploiting the temporal patterning of transient VEP signals: A statistical single-trial methodology with implications to brain–computer interfaces (BCIs)
Liparas, D., Dimitriadis, S.I., Laskaris, N.A., Tzelepi, A., Charalambous, K., Angelis, L.
Published in Journal of neuroscience methods (30.07.2014)
Published in Journal of neuroscience methods (30.07.2014)
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MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification
Autthasan, Phairot, Chaisaen, Rattanaphon, Sudhawiyangkul, Thapanun, Rangpong, Phurin, Kiatthaveephong, Suktipol, Dilokthanakul, Nat, Bhakdisongkhram, Gun, Phan, Huy, Guan, Cuntai, Wilaiprasitporn, Theerawit
Published in IEEE transactions on biomedical engineering (01.06.2022)
Published in IEEE transactions on biomedical engineering (01.06.2022)
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Unified Pipeline for Generalized Mental State Detection Using EEG Signals
Wang, Yinghao, Elrawas, Rayan, Nguyen, Anh-Dung, Girard, Maxime, Mozharovskyi, Pavlo, Tartaglione, Enzo, Nguyen, Van-Tam
Published in Expert systems with applications (01.08.2025)
Published in Expert systems with applications (01.08.2025)
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Spatiotemporal-Filtering-Based Channel Selection for Single-Trial EEG Classification
Qi, Feifei, Wu, Wei, Yu, Zhu Liang, Gu, Zhenghui, Wen, Zhenfu, Yu, Tianyou, Li, Yuanqing
Published in IEEE transactions on cybernetics (01.02.2021)
Published in IEEE transactions on cybernetics (01.02.2021)
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Separability of Motor Imagery Directions Using Subject-Specific Discriminative EEG Features
Thomas, Kavitha, Robinson, Neethu, Prasad, Vinod
Published in IEEE transactions on human-machine systems (01.10.2021)
Published in IEEE transactions on human-machine systems (01.10.2021)
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Unsupervised multi-source domain adaptation via contrastive learning for EEG classification
Xu, Chengjian, Song, Yonghao, Zheng, Qingqing, Wang, Qiong, Heng, Pheng-Ann
Published in Expert systems with applications (01.02.2025)
Published in Expert systems with applications (01.02.2025)
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Cross-Subject Transfer Method Based on Domain Generalization for Facilitating Calibration of SSVEP-Based BCIs
Huang, Jiayang, Zhang, Zhi-Qiang, Xiong, Bang, Wang, Quan, Wan, Bo, Li, Fengqi, Yang, Pengfei
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2023)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2023)
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MCDDT: Mirror Center Loss-Based Dual-Scale Dual-Softmax Transformer for Multisource Subjects Transfer Learning in Motor Imagery Recognition
Luo, Jing, Li, Jundong, Mao, Qi, Liu, Yu, Yan, Wenyao, Xue, Yanmin, Shi, Zhenghao, Hei, Xinhong
Published in IEEE transactions on instrumentation and measurement (2025)
Published in IEEE transactions on instrumentation and measurement (2025)
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Classification of finger movements through optimal EEG channel and feature selection
Degirmenci, Murside, Yuce, Yilmaz Kemal, Perc, Matjaž, Isler, Yalcin
Published in Frontiers in human neuroscience (16.07.2025)
Published in Frontiers in human neuroscience (16.07.2025)
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LASSO based stimulus frequency recognition model for SSVEP BCIs
Zhang, Yu, Jin, Jing, Qing, Xiangyun, Wang, Bei, Wang, Xingyu
Published in Biomedical signal processing and control (01.03.2012)
Published in Biomedical signal processing and control (01.03.2012)
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