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

A Unified Cortical Circuit Model with Divisive Normalization and Self-Excitation for Robust Representation and Memory Maintenance

Jie Su, Weiwei Wang, Zhaotian Gu, Dahui Wang, Tianyi Qian

机构 * Qiyuan Laborotary（启元实验室） ； Beijing Normal University（北京师范大学） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)；分类 q-bio.NC

Comments 15 pages, 4 figures

Excitation-inhibition balance in cortical networks with heterogeneous cluster sizes and its applications

Abhijit Chakraborty, Greg Morrison

专题命中 神经信号处理 ：cortical(title,abstract)；分类 q-bio.NC

Comments 12 pages, 8 figures; Supplementary Information 10 pages, 5 figures

Synchronization and semantization in deep spiking networks

Jonas Oberste-Frielinghaus, Anno C. Kurth, Julian Göltz, Laura Kriener, Junji Ito, Mihai A. Petrovici, Sonja Grün

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 16 pages, 4 figures, 4 supplementary figures

Hemispheric-Specific Coupling Improves Modeling of Functional Connectivity Using Wilson-Cowan Dynamics

Ramiro Plüss, Hernán Villota, Patricio Orio

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

Comments 13 pages, 7 figures

Cyber Risks to Next-Gen Brain-Computer Interfaces: Analysis and Recommendations

Tyler Schroder, Renee Sirbu, Sohee Park, Jessica Morley, Sam Street, Luciano Floridi

专题命中 运动想象 ：brain-computer interface(title,abstract)；BCI(abstract)；分类 cs.HC

Journal ref Neuroethics 18, 34 (2025)

Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation

Jinyi Han, Tingyun Li, Shisong Chen, Jie Shi, Xinyi Wang, Guanglei Yue, Jiaqing Liang, Xin Lin, Liqian Wen, Zulong Chen, Yanghua Xiao

机构 * Shanghai Institute of Artificial Intelligence for Education（上海人工智能教育研究院） ； East China Normal University（华东师范大学） ； School of Data Science, Fudan University（复旦大学数据科学学院） ； College of Computer Science and Artificial Intelligence, Fudan University（复旦大学计算机科学与人工智能学院） ； Alibaba（阿里巴巴集团） 纠错

专题命中 BCI数据与评测 ：BCI(abstract)

Comments The initial versin was made in August 2024