脑机接口 / BCI

Exploring the Relationships Between Physiological Signals During Automated Fatigue Detection

Kourosh Kakhi, Abbas Khosravi, Roohallah Alizadehsani, U. Rajendra Acharyab

机构 * Department One（部门一） ； Department Two（部门二） ； Institute for Intelligent Systems Research（智能系统研究与创新研究所） ； School of Mathematics, Physics and Computing（数学、物理与计算学院） ； University of Southern Queensland（南方昆士兰大学） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 14 Pages, 12 Figures, 3 Tables

Spiking Neural Networks for Mental Workload Classification with a Multimodal Approach

Jiahui An, Sara Irina Fabrikant, Giacomo Indiveri, Elisa Donati

机构 * Institute of Neuroinformatics, University of Zurich（神经信息学研究所，苏黎世大学） ； ETH Zurich（苏黎世联邦理工学院） ； Digital Society Initiative, University of Zurich（数字社会倡议，苏黎世大学） ； Department of Geography（地理系） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 8 pages

Exploring aperiodic, complexity and entropic brain changes during non-ordinary states of consciousness

Victor Oswald, Karim Jerbi, Corine Sombrun, Hamza Abdelhedi, Annen Jitka, Charlotte Martial, Audrey Vanhaudenhuyse, Olivia Gosseries

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments The last two listed authors contributed equally

Brainprint-Modulated Target Speaker Extraction

Qiushi Han, Yuan Liao, Youhao Si, Liya Huang

机构 * 1 College of Electronic ； Optical Engineering \& College of Flexible Electronics (Future Technology), Nanjing University of Posts ； Telecommunications, Nanjing, China 2 School of Artificial Intelligence, School of Data Science, SRIBD, The Chinese University of Hong Kong, Shenzhen, China 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 5 pages, 2 figures, conference

Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification

Ming Hu, Jianfu Yin, Mingyu Dou, Yuqi Wang, Ruochen Dang, Siyi Liang, Feiyu Zhu, Cong Hu, Yao Wang, Bingliang Hu, Quan Wang

机构 * Xi’an Institute of Optics and Precision Mechanics, CAS（西安光学精密机械研究所，中国科学院） ； University of Chinese Academy of Sciences（中国科学院大学） ； Southwest Jiaotong University（西南交通大学） ； Zhongnan Hospital of Wuhan University（武汉大学中南医院） ； Xi’an Jiaotong University（西安交通大学） ； National Key Laboratory of Information Systems Engineering（信息系统工程国家重点实验室） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Efficient Estimation of Unique Components in Independent Component Analysis by Matrix Representation

Yoshitatsu Matsuda, Kazunori Yamaguch

机构 * Seikei University, Tokyo, Japan（青狮大学，东京，日本） ； The University of Tokyo, Tokyo, Japan（东京大学，东京，日本） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Feasibility of In-Ear Single-Channel ExG for Wearable Sleep Monitoring in Real-World Settings

Philipp Lepold, Jonas Leichtle, Tobias Röddiger, Michael Beigl

机构 * Karlsruhe Institute of Technology（卡尔斯鲁厄理工大学） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

The nature of alpha modulation through neurofeedback

Jacob Maaz, Laurent Waroquier, Alexandra Dia, Véronique Paban, Arnaud Rey

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Path to Intelligence: Measuring Similarity between Human Brain and Large Language Model Beyond Language Task

Doai Ngo, Mingxuan Sun, Zhengji Zhang, Ashwin G Ramayya, Mark Schnitzer, Zhe Zhao

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

BEAM: Brainwave Empathy Assessment Model for Early Childhood

Chen Xie, Gaofeng Wu, Kaidong Wang, Zihao Zhu, Xiaoshu Luo, Yan Liang, Feiyu Quan, Ruoxi Wu, Xianghui Huang, Han Zhang

机构 * ShanghaiTech University（上海科技大学） ； East China Normal University（华东师范大学） ； Children’s Hospital of Fudan University (Xiamen Branch)（复旦大学附属儿童医院（厦门分院）） ； State Key Laboratory of Advanced Medical Materials and Devices（国家先进医疗材料与设备重点实验室） ； Shanghai Clinical Research and Trial Center（上海临床研究与试验中心） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Theta and/or alpha? Neural oscillational substrates for dynamic inter-brain synchrony during mother-child cooperation

Jiayang Xu, Yamin Li, Ruxin Su, Saishuang Wu, Chengcheng Wu, Haiwa Wang, Qi Zhu, Yue Fang, Fan Jiang, Shanbao Tong, Yunting Zhang, Xiaoli Guo

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Accepted by IEEE JBHI

MetaSTH-Sleep: Towards Effective Few-Shot Sleep Stage Classification for Health Management with Spatial-Temporal Hypergraph Enhanced Meta-Learning

Jingyu Li, Tiehua Zhang, Jinze Wang, Yi Zhang, Yuhuan Li, Yifan Zhao, Zhishu Shen, Libing Wu, Jiannan Liu

机构 * The First Affiliated Hospital of Zhengzhou University（郑州大学第一附属医院） ； School of Computer Science and Technology, Tongji University（同济大学计算机科学与技术学院） ； School of Engineering, Swinburne University of Technology（斯威本科技大学工程学院） ； Heart Center, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University（同济大学附属第十人民医院心中心） ； Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion, Fudan University（复旦大学中山医院肝癌研究所） ； School of Computer Science and Artificial Intelligence, Wuhan University of Technology（武汉理工大学计算机科学与人工智能学院） ； School of Cyber Science and Engineering, Wuhan University（武汉大学网络空间安全学院） ； Department of Oral and Maxillofacial Head and Neck Oncology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine（上海第九人民医院口腔颌面头颈肿瘤科） ； College of Stomatology, Shanghai Jiao Tong University（上海交通大学口腔医学院） ； National Center for Stomatology（口腔医学国家中心） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Vision Transformer Accelerator ASIC for Real-Time Low-Power Sleep Staging

Tristan Robitaille, Xilin Liu

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Improving Electroencephalogram-Based Deception Detection in Concealed Information Test under Low Stimulus Heterogeneity

Suhye Kim, Jaehoon Cheon, Taehee Kim, Seok Chan Kim, Chang-Hwan Im

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 11 pages, 6 figures, 4 tables

Body Ownership Affects the Processing of Sensorimotor Contingencies in Virtual Reality

Evan G. Center, Matti Pouke, Alessandro Nardi, Lukas Gehrke, Klaus Gramann, Timo Ojala, Steven M. LaValle

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Dr. Center and Dr. Pouke contributed equally to this work

Control of Functional Connectivity in Cerebral Cortex by Basal Ganglia Mediated Synchronization

Daniel Pouzzner

专题命中 EEG解码 ：cortical(abstract)；分类 q-bio.NC

Comments Changes from v2 to v3: New chapter: "The BGMS Mechanism in a Nutshell, Step By Step"; Contextualize the "minimal coherence detection" model, proposed in 1994 by Dietmar Plenz and Ad Aertsen, as a direct antecedent of BGMS; Introduce the concept of "coherent timing domains" in the thalamus (section 7.2); Totals relative to v2: +44 pages, +18587 words in main text, +2 figures, +284 references

mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation

Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana

机构 * Biometrics and Data Pattern Analytics, BiDA-Lab, Universidad Autonoma de Madrid, Spain（生物特征与数据模式分析，BiDA实验室，马德里自治大学，西班牙） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Journal ref International Conference on Multimodal Interaction (ICMI), 2020, pp. 32-36

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

Managing the unexpected: Operator behavioural data and its value in predicting correct alarm responses

Chidera W. Amazu, Joseph Mietkiewicz, Ammar N. Abbas, Gabriele Baldissone, Davide Fissore, Micaela Demichela, Anders L. Madsen, Maria Chiara Leva

机构 * Technological University Dublin（都柏林技术大学） ； Aalborg University（奥尔堡大学） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Large Language Models Show Signs of Alignment with Human Neurocognition During Abstract Reasoning

Christopher Pinier, Sonia Acuña Vargas, Mariia Steeghs-Turchina, Dora Matzke, Claire E. Stevenson, Michael D. Nunez

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Presented at the 8th Annual Conference on Cognitive Computational Neuroscience (August 12-15, 2025; Amsterdam, The Netherlands); 20 pages, 11 figures

Hierarchical Variable Importance with Statistical Control for Medical Data-Based Prediction

Joseph Paillard, Antoine Collas, Denis A. Engemann, Bertrand Thirion

机构 * Roche Pharma Research \& Early Development, F. Hoffmann-La Roche Ltd, Basel, Switzerland Université Paris-Saclay, Inria, CEA, Paris, Palaiseau, France Correspondance 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Journal ref Information Processing in Medical Imaging. IPMI 2025. Lecture Notes in Computer Science, vol 15830. Springer, Cham

MENDR: Manifold Explainable Neural Data Representations

Matthew Chen, Micky Nnamdi, Justin Shao, Andrew Hornback, Hongyun Huang, Ben Tamo, Yishan Zhong, Benoit Marteau, Wenqi Shi, May Dongmei Wang

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

MiSTR: Multi-Modal iEEG-to-Speech Synthesis with Transformer-Based Prosody Prediction and Neural Phase Reconstruction

Mohammed Salah Al-Radhi, Géza Németh, Branislav Gerazov

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 5 pages, 2 figures, 1 table. Accepted for presentation at Interspeech 2025

Wavelet-Based Time-Frequency Fingerprinting for Feature Extraction of Traditional Irish Music

Noah Shore

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Master's thesis. The focus of the thesis is on the underlying techniques for signal fingerprinting

Uncovering the role of semantic and acoustic cues in normal and dichotic listening

Sai Samrat Kankanala, Akshara Soman, Sriram Ganapathy

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 10 Pages, 6 Figures

Adaptive XAI in High Stakes Environments: Modeling Swift Trust with Multimodal Feedback in Human AI Teams

Nishani Fernando, Bahareh Nakisa, Adnan Ahmad, Mohammad Naim Rastgoo

机构 * Deakin University（德金大学） ； Monash University（莫纳什大学） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 15 pages, 1 figure, Accepted to MAI-XAI@ECAI2025

Make Silence Speak for Itself: a multi-modal learning analytic approach with neurophysiological data

Mingxuan Gao, Jingjing Chen, Yun Long, Xiaomeng Xu, Yu Zhang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 25 pages, 6 figures

A systematic literature review to unveil users objective reaction to virtual experiences: Complemented with a conceptual model (QoUX in VE)

Alireza Mortezapour, Andrea Antonio Cantone, Monica Maria Lucia Sebillo, Giuliana Vitiello

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Efficient and faithful reconstruction of dynamical attractors using homogeneous differentiators

Uros Sutulovic, Daniele Proverbio, Rami Katz, Giulia Giordano

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 30 pages, 10 figures