脑机接口 / BCI

Unsupervised Pairwise Learning Optimization Framework for Cross-Corpus EEG-Based Emotion Recognition Based on Prototype Representation

Guangli Li, Canbiao Wu, Zhen Liang

机构 * School of Biological Science and Medical Engineering, Hunan University of Technology（湖南工业大学生物科学与医学工程学院） ； School of Biomedical Engineering, Health Science Center, Shenzhen University（深圳大学生物医学工程学院） ； Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging（广东省生物医学测量与超声成像重点实验室） 纠错

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

A Graph Neural Network based on a Functional Topology Model: Unveiling the Dynamic Mechanisms of Non-Suicidal Self-Injury in Single-Channel EEG

BG Tong

机构 * Department of Psychiatry, Inner Mongolia People’s Hospital（内蒙古人民医院精神科） 纠错

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

Towards Generalizable Learning Models for EEG-Based Identification of Pain Perception

Mathis Rezzouk, Fabrice Gagnon, Alyson Champagne, Mathieu Roy, Philippe Albouy, Michel-Pierre Coll, Cem Subakan

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

Comments 6 pages, 2 figures, 2 tables, MLSP IEEE conference

Interpretable and Robust AI in EEG Systems: A Survey

Xinliang Zhou, Chenyu Liu, Jinan Zhou, Zhongruo Wang, Liming Zhai, Ziyu Jia, Cuntai Guan, Yang Liu

机构 * College of Computing and Data Science, Nanyang Technological Univeristy（南洋理工大学计算与数据科学学院） ； Carnegie Mellon University（卡内基梅隆大学） ； Amazon, USA（亚马逊公司） ； Brainnetome Center, Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所脑网络中心） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

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

Discerning and quantifying high frequency activities in EEG under normal and epileptic conditions

Jyotiraj Nath, Shreya Banerjee, Bhaswati Singha Deo, Mayukha Pal, Prasanta K. Panigrahi

专题命中 EEG解码 ：EEG(title,abstract)

Towards Consumer-Grade Cybersickness Prediction: Multi-Model Alignment for Real-Time Vision-Only Inference

Yitong Zhu, Zhuowen Liang, Yiming Wu, Tangyao Li, Yuyang Wang

机构 * The Hong Kong University of Science and Technology(Guangzhou)（香港科学与技术大学（广州）） ； Nanyang Technological University（南洋理工大学） ； Nanyang Technological University Singapore（南洋理工大学新加坡） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs

Kanan Kiguchi, Yunhao Tu, Katsuhiro Ajito, Fady Alnajjar, Kazuyuki Murase

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 38 pages, 8 figures, 4 tables