脑机接口 / BCI

A Statistical Mixture-of-Experts Framework for EMG Artifact Removal in EEG: Empirical Insights and a Proof-of-Concept Application

Benjamin J. Choi, Griffin Milsap, Clara A. Scholl, Francesco Tenore, Mattson Ogg

专题命中 EEG解码 ：EEG(title,abstract)；neural interface(abstract)；分类 eess.SP、cs.LG

Hybrid Pipeline SWD Detection in Long-Term EEG Signals

Antonio Quintero Rincon, Nicolas Masino, Veronica Marsico, Hadj Batatia

机构 * Department of Data Science, Data Science and AI Laboratory（数据科学系，数据科学与人工智能实验室） ； Catholic University of Argentina (UCA)（阿根廷天主教大学） ； MACS School（MACS学院） 纠错

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP、cs.LG

Comments 11 pages, 8 figures, 4 tables, SABI 2025 CLIC 2025

A Spatio-Temporal Feature Fusion EEG Virtual Channel Signal Generation Network and Its Application in Anxiety Assessment

Shangqing Yuan, Wenshuang Zhai, Shengwen Guo

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP、cs.LG

Online Adaptation via Dual-Stage Alignment and Self-Supervision for Fast-Calibration Brain-Computer Interfaces

Sheng-Bin Duan, Jian-Long Hao, Tian-Yu Xiang, Xiao-Hu Zhou, Mei-Jiang Gui, Xiao-Liang Xie, Shi-Qi Liu, Zeng-Guang Hou

机构 * School of Information, Shanxi University of Finance and Economics（山西财经大学信息学院） ； Chinese Academy of Sciences（中国科学院） ； State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation（多模态人工智能系统国家重点实验室，自动化研究所） ； University of Chinese Academy of Sciences（中国科学院大学） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； CAS Center for Excellence in Brain Science and Intelligence Technology（中国科学院脑科学与智能技术卓越创新中心） ； Joint Laboratory of Intelligence Science and Technology, Institute of Systems Engineering, Macau University of Science and Technology（澳门科技大学智能科学与技术联合实验室） 纠错

专题命中 BCI数据与评测 ：brain-computer interface(title)；BCI(abstract)；brain computer interface(abstract)；EEG(abstract)

SDC-Net: A Domain Adaptation Framework with Semantic-Dynamic Consistency for Cross-Subject EEG Emotion Recognition

Jiahao Tang, Youjun Li, Xiangting Fan, Yangxuan Zheng, Siyuan Lu, Xueping Li, Peng Fang, Chenxi Li, Zi-Gang Huang

专题命中 BCI数据与评测 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 cs.HC