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MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding
Wei, Yuxiang, Zhang, Yanteng, Xiao, Xi, Wang, Tianyang, Wang, Xiao, Calhoun, Vince D
Year of Publication 21.05.2025
Year of Publication 21.05.2025
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State-space Model Based Inverse Reinforcement Learning for Reward Function Estimation in Brain-machine Interfaces
Tan, Jieyuan, Zhang, Xiang, Wu, Shenghui, Wang, Yiwen
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
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Analysis of motor unit activities during multiple motor tasks by real-time EMG decomposition: perspective for myoelectric control
Chen, Chen, Yu, Yang, Sheng, Xinjun, Zhu, Xiangyang
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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Concurrent Prediction of Dexterous Finger Flexion and Extension Force via Deep Forest
Fan, Jiahao, Hu, Xiaogang
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
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A Model of Representational Spaces in Human Cortex
Guntupalli, J Swaroop, Hanke, Michael, Halchenko, Yaroslav O, Connolly, Andrew C, Ramadge, Peter J, Haxby, James V
Published in Cerebral cortex (New York, N.Y. 1991) (01.06.2016)
Published in Cerebral cortex (New York, N.Y. 1991) (01.06.2016)
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sEMG-Based Knee Joint Angle Prediction Using Independent Component Analysis & CNN-LSTM
Zhu, Meng, Guan, XiaoRong, Wang, Zheng, Qian, BingZhen, Jiang, ChangLong
Published in 2022 6th International Conference on Measurement Instrumentation and Electronics (ICMIE) (17.11.2022)
Published in 2022 6th International Conference on Measurement Instrumentation and Electronics (ICMIE) (17.11.2022)
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Towards a non-invasive brain-machine interface system to restore gait function in humans
Presacco, A., Forrester, L., Contreras-Vidal, J. L.
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
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Pre-trained Transformer-models using chronic invasive electrophysiology for symptom decoding without patient-individual training
Merk, Timon, Salehi, Saeed, Koehler, Richard M, Cui, Qiming, Olaru, Maria, Hahn, Amelia, Provenza, Nicole R, Little, Simon, Abbasi-Asl, Reza, Starr, Phil A, Neumann, Wolf-Julian
Year of Publication 13.08.2025
Year of Publication 13.08.2025
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Neural adaptation of epidural electrocorticographic (EECoG) signals during closed-loop brain computer interface (BCI) tasks
Rouse, A.G., Moran, D.W.
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.01.2009)
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.01.2009)
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AdaBrain-Bench: Benchmarking Brain Foundation Models for Brain-Computer Interface Applications
Wu, Jiamin, Ren, Zichen, Wang, Junyu, Zhu, Pengyu, Song, Yonghao, Liu, Mianxin, Zheng, Qihao, Bai, Lei, Ouyang, Wanli, Song, Chunfeng
Year of Publication 05.08.2025
Year of Publication 05.08.2025
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Data Augmentation for EEG-based SSVEP Decoding
Xiao, Ruoxuan, Guo, Yuzhu
Published in 2025 4th International Symposium on Computer Applications and Information Technology (ISCAIT) (21.03.2025)
Published in 2025 4th International Symposium on Computer Applications and Information Technology (ISCAIT) (21.03.2025)
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