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