脑机接口 / BCI

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

Multimodal Cardiovascular Risk Profiling Using Self-Supervised Learning of Polysomnography

Zhengxiao He, Huayu Li, Geng Yuan, William D. S. Killgore, Stuart F. Quan, Chen X. Chen, Ao Li

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding

Nhan Duc Thanh Nguyen, Huy Phan, Simon Geirnaert, Kaare Mikkelsen, Preben Kidmose

机构 * Center for Ear-EEG, Department of Electrical and Computer Engineering, Aarhus University（耳电中心，电气与计算机工程系，奥胡斯大学） ； Meta Reality Labs（Meta现实实验室） ； Department of Electrical Engineering (ESAT), Stadius Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven and Leuven.AI - KU Leuven institute for AI（电气工程系（ESAT），动态系统、信号处理与数据分析中心，根特大学及Leuven.AI - 根特大学人工智能研究所） ； Department of Neurosciences, Research Group ExpORL, Herestraat 49 box 721, B-3000 Leuven, Belgium（神经科学系，ExpORL研究组，Belgium Leuven） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 11 pages, 6 figures

Reduced Efficiency in the Attentional Network During Distractor Suppression in Mild Cognitive Impairment

Jatupong Oboun, Piyanon Charoenpoonpanich, Anna Raksapatcharawong, Chaipat Chunharas, Itthi Chatnuntawech, Chainarong Amornbunchornvej, Sirawaj Itthipuripat

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments First Draft

The time course of visuo-semantic representations in the human brain is captured by combining vision and language models

Boyan Rong, Alessandro Thomas Gifford, Emrah Düzel, Radoslaw Martin Cichy

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Anti-seizure medication load is not correlated with early termination of seizure spread

Nathan Evans, Sarah J. Gascoigne, Guillermo M. Besne, Chris Thornton, Gabrielle M. Schroeder, Fahmida A Chowdhury, Beate Diehl, John S Duncan, Andrew W McEvoy, Anna Miserocchi, Rhys Thomas, Jane de Tisi, Peter N. Taylor, Yujiang Wang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models

Alvise Dei Rossi, Matteo Metaldi, Michal Bechny, Irina Filchenko, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci, Luigi Fiorillo

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 41 pages, 4 Figures, 7 Tables

The Predictive Brain: Neural Correlates of Word Expectancy Align with Large Language Model Prediction Probabilities

Nikola Kölbl, Konstantin Tziridis, Andreas Maier, Thomas Kinfe, Ricardo Chavarriaga, Achim Schilling, Patrick Krauss

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Human-Aligned Image Models Improve Visual Decoding from the Brain

Nona Rajabi, Antônio H. Ribeiro, Miguel Vasco, Farzaneh Taleb, Mårten Björkman, Danica Kragic

机构 * KTH Royal Institute of Technology, Stockholm, Sweden（皇家理工学院） ； Department of Information Technology, Uppsala University, Uppsala, Sweden（信息科技系） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted to ICML 2025

Predicting Situation Awareness from Physiological Signals

Kieran J. Smith, Tristan C. Endsley, Torin K. Clark

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 15 pages, 6 figures, submitted to IEEE Transactions on Human-Machine Systems

Decoding the Stressed Brain with Geometric Machine Learning

Sonia Koszut, Sam Nallaperuma-Herzberg, Pietro Lio

机构 * Department of Computer Science and Technology, University of Cambridge（计算机科学与技术系，剑桥大学） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 12 pages, 5 figures. This version has been accepted as a full paper at the 2025 AI in Healthcare (AIiH) Conference

Hyperbolic embedding of brain networks as a tool for epileptic seizures forecasting

Martin Guillemaud, Louis Cousyn, Vincent Navarro, Mario Chavez

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection

Lu Li, Cunhang Fan, Hongyu Zhang, Jingjing Zhang, Xiaoke Yang, Jian Zhou, Zhao Lv

机构 * Anhui Province Key Laboratory of Multimodal Cognitive Computation（安徽省多模态认知计算重点实验室） ； School of Computer Science and Technology（计算机科学与技术学院） ； Anhui University（安徽大学） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles

Junghoon Justin Park, Jiook Cha, Samuel Yen-Chi Chen, Huan-Hsin Tseng, Shinjae Yoo

机构 * Interdisciplinary Program in Artificial Intelligence（人工智能交叉学科项目） ； Seoul National University（首尔国立大学） ； Department of Psychology（心理学系） ； Department of Brain and Cognitive Sciences（脑科学与认知科学系） ； Wells Fargo New York, USA（沃尔斯大通纽约美国分公司） ； Computational Science Initiative（计算科学倡议） ； Brookhaven National Laboratory（布鲁克海文国家实验室） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection

Cunhang Fan, Xiaoke Yang, Hongyu Zhang, Ying Chen, Lu Li, Jian Zhou, Zhao Lv

机构 * Anhui Province Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University（安徽省多模态认知计算重点实验室，计算机科学与技术学院，安徽大学） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

A Neuro-Dynamic Mathematical Model of Dream Formation and Spontaneous Cognitive Activity

Shirmohammad Tavangari, Sajjad Janfaza, Zahra Shakarami, Aref Yelghi

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

A Methodological and Structural Review of Parkinsons Disease Detection Across Diverse Data Modalities

Abu Saleh Musa Miah, taro Suzuki, Jungpil Shin

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

R^2VFL: A Robust Random Vector Functional Link Network with Huber-Weighted Framework

Anuradha Kumari, Mushir Akhtar, P. N. Suganthan, M. Tanveer

机构 * Department of Mathematics（数学系） ； Indian Institute of Technology Indore（印度理工学院Indore分校） ； KINDI Center for Computing Research（KINDI计算研究中心） ； College of Engineering Qatar University（卡塔尔大学工程学院） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks

Xiang Wang, Hui Xu, Jing Cai, Ta Zhou, Xibei Yang, Wei Xue

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Seizure duration is associated with multiple timescales in interictal iEEG band power

Mariella Panagiotopoulou, Gabrielle M. Schroeder, Jess Blickwedel, Fahmida A Chowdhury, Beate Diehl, Jane de Tisi, John S. Duncan, Alison Cronie, Jennifer Falconer, Ryan Faulder, Veronica Leach, Shona Livingstone, Rhys H. Thomas, Peter N. Taylor, Yujiang Wang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC