脑机接口 / BCI

HEAR: An EEG Foundation Model with Heterogeneous Electrode Adaptive Representation

Zhige Chen, Chengxuan Qin, Wenlong You, Rui Liu, Congying Chu, Rui Yang, Kay Chen Tan, Jibin Wu

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP

Disentangling Neurodegeneration with Brain Age Gap Prediction Models: A Graph Signal Processing Perspective

Saurabh Sihag, Gonzalo Mateos, Alejandro Ribeiro

机构 * Department of Electrical and Computer Engineering at the University at Albany, SUNY（纽约州立大学阿尔巴尼分校电气与计算机工程系） ； Department of Electrical and Computer Engineering at the University of Rochester（罗切斯特大学电气与计算机工程系） ； Department of Electrical and Systems Engineering at the University of Pennsylvania（宾夕法尼亚大学电气与系统工程系） 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 eess.SP

Comments Accepted for publication in IEEE Signal Processing Magazine

TFGA-Net: Temporal-Frequency Graph Attention Network for Brain-Controlled Speaker Extraction

Youhao Si, Yuan Liao, Qiushi Han, Yuhang Yang, Rui Dai, Liya Huang

机构 * College of Electronic ； Optical Engineering \& College of Flexible Electronics (Future Technology), Nanjing University of Posts 纠错

专题命中 脑控机器人 ：EEG(abstract)；cortical(abstract)

Comments 5 pages, 3 figures

BrainForm: a Serious Game for BCI Training and Data Collection

Michele Romani, Devis Zanoni, Elisabetta Farella, Luca Turchet

机构 * University of Trento（特伦托大学） ； Fondazione Bruno Kessler（布鲁诺·凯斯勒基金会） 纠错

专题命中 神经假体 ：BCI(title,abstract)；brain-computer interface(abstract)；分类 cs.LG、cs.HC

Comments 15 pages, 6 figures. Author-accepted version. Accepted for presentation at the Brain Informatics 2025 conference, to appear in Springer Lecture Notes in Artificial Intelligence (LNAI) Brain Informatics Books Series. The final authenticated version will be available via SpringerLink