脑机接口 / BCI

CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding

Jiquan Wang, Sha Zhao, Zhiling Luo, Yangxuan Zhou, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan

机构 * State Key Laboratory of Brain-machine Intelligence（脑机智能国家重点实验室） ； College of Computer Science and Technology（计算机科学与技术学院） ； Alibaba Group（阿里巴巴集团） ； Department of Neurobiology, Affiliated Mental Health Center & Hangzhou Seventh People’s Hospital, Zhejiang University School of Medicine（神经生物学系、附属心理健康中心及杭州第七人民医院，浙江大学医学院） ； MOE Frontier Science Center for Brain Science and Brain-machine Integration（教育部脑科学与脑机集成前沿科学中心） 纠错

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments Accepted by The Thirteenth International Conference on Learning Representations (ICLR 2025)

BTTDA: Block-Term Tensor Discriminant Analysis for Brain-Computer Interfacing

Arne Van Den Kerchove, Hakim Si-Mohammed, François Cabestaing, Marc M. Van Hulle

专题命中 EEG解码 ：BCI(abstract)；brain-computer interface(abstract)；EEG(abstract)；motor imagery(abstract)

Comments This archive contains 26 pages, 7 figures, 2 tables, 3 appendices and 3 ancillary files (erp_results.csv, mi_results.csv, block_theta_results.csv). Source code is available at https://github.com/arnevdk/bttda

Effect of modeling subject-specific cortical folds on brain injury risk prediction under blunt impact loading

Anu Tripathi, Alison Brooks, Traci Snedden, Peter Ferrazzano, Christian Franck, Rika Wright Carlsen

专题命中 神经信号处理 ：cortical(title,abstract)

Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment

Zehui Feng, Chenqi Zhang, Mingru Wang, Minuo Wei, Shiwei Cheng, Cuntai Guan, Ting Han

专题命中 神经信号处理 ：EEG(abstract)；neural signal(abstract)

Comments 30 pages, 16 figures, under review as a conference paper