脑机接口 / BCI - arXivDaily 专题

2306.15787 2025-08-27 stat.ME cs.NA math.NA 50%

Network inference via approximate Bayesian computation. Illustration on a stochastic multi-population neural mass model

Susanne Ditlevsen, Massimiliano Tamborrino, Irene Tubikanec

专题命中 EEG解码：EEG(abstract)

Comments 37 pages, 22 figures

2408.11308 2025-08-26 cs.AI cs.CL cs.CR 50%

Defending against Jailbreak through Early Exit Generation of Large Language Models

Chongwen Zhao, Zhihao Dou, Kaizhu Huang

机构 * Duke Kunshan University（杜克昆山大学）

专题命中 EEG解码：EEG(abstract)

Comments ICONIP 2025

2508.09151 2025-08-14 cs.NI cs.MA 50%

Physiological Signal-Driven QoE Optimization for Wireless Virtual Reality Transmission

Chang Wu, Yuang Chen, Yiyuan Chen, Fengqian Guo, Xiaowei Qin, Hancheng Lu

专题命中 EEG解码：EEG(abstract)

Comments 7 pages, 6 figures

2507.04711 2025-08-08 stat.ME 50%

Graph Estimation Based on Neighborhood Selection for Matrix-variate Data

Minsub Shin, Johan Lim, Seongoh Park

专题命中 EEG解码：EEG(abstract)

2507.11718 2025-07-17 stat.ME 50%

Bayesian wavelet shrinkage for low SNR data based on the Epanechnikov kernel

Fidel Aniano Causil Barrios, Alex Rodrigo dos Santos Sousa

专题命中 EEG解码：EEG(abstract)

2507.04237 2025-07-11 stat.ME stat.ML 50%

Structural Classification of Locally Stationary Time Series Based on Second-order Characteristics

Chen Qian, Xiucai Ding, Lexin Li

专题命中 EEG解码：EEG(abstract)

Comments 41 Pages, 4 Figures

2410.09998 2025-07-03 cs.CV cs.AI 50%

SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network

Guorui Lu, Jing Peng, Bingyuan Huang, Chang Gao, Todor Stefanov, Yong Hao, Qinyu Chen

机构 * Leiden Institute of Advanced Computer Science (LIACS), Leiden University, The Netherlands（莱顿先进计算机科学研究所（LIACS）、莱顿大学，荷兰）； Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China（仁济医院、上海交通大学医学院，中国）； Department of Microelectronics, Delft University of Technology, The Netherlands（微电子系、代尔夫特理工大学，荷兰）

专题命中 EEG解码：EEG(abstract)

Comments 5 pages, 3 figures

Journal ref 2025 IEEE International Symposium on Circuits and Systems (ISCAS)

2506.13132 2025-06-17 stat.ME stat.AP 50%

The Mixed-Sparse-Smooth-Model Toolbox (MSSM): Efficient Estimation and Selection of Large Multi-Level Statistical Models

Joshua Krause, Jelmer P. Borst, Jacolien van Rij

专题命中 EEG解码：EEG(abstract)

2208.00292 2025-06-16 stat.AP 50%

Functional-Coefficient Models for Multivariate Time Series in Designed Experiments: with Applications to Brain Signals

Paolo Victor Redondo, Raphael Huser, Hernando Ombao

专题命中 EEG解码：EEG(abstract)

2506.06912 2025-06-10 cs.CV 50%

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM

Olivier Papillon, Rafik Goubran, James Green, Julien Larivière-Chartier, Caitlin Higginson, Frank Knoefel, Rébecca Robillard

机构 * Bruyère Health Research Institute（布里埃尔健康研究中心）； Institute for Mental Health Research at the Royal Ottawa Hospital（皇家渥太华医院心理健康研究所）； School of Psychology, University of Ottawa（心理学系，渥太华大学）

专题命中 EEG解码：EEG(abstract)

Comments Submitted to IEEE MeMeA 2025

2506.00466 2025-06-03 eess.AS cs.SD 50%

M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction

Cunhang Fan, Ying Chen, Jian Zhou, Zexu Pan, Jingjing Zhang, Youdian Gao, Xiaoke Yang, Zhengqi Wen, Zhao Lv

机构 * School of Computer Science and Technology, Anhui University（安徽大学计算机科学与技术学院）； Alibaba group（阿里巴巴集团）； Department of Automation, Tsinghua University（清华大学自动化系）； Beijing National Research Center for lnformation Science and Technology, Tsinghua University（清华大学信息科学与技术国家研究中心）

专题命中 EEG解码：EEG(abstract)

Comments Accepted to IJCAI 2025

2505.20568 2025-05-28 eess.IV 50%

A Feasibility Study of Task-Based fMRI at 0.55 T

Parsa Razmara, Takfarinas Medani, Anand A. Joshi, Majid Abbasi Sisara, Ye Tian, Sophia X. Cui, Justin P. Haldar, Krishna S. Nayak, Richard M. Leahy

专题命中 EEG解码：EEG(abstract)

Comments Presented at the ISMRM 2025 Annual Meeting, Honolulu (#0491)

2410.18726 2025-05-16 math.ST math.PR stat.TH 50%

Limit Theorems for the Symbolic Correlation Integral and the Renyi-2 Entropy under Short-range Dependence

Alexander Schnurr, Angelika Silbernagel, Manuel Ruiz Marin

专题命中 EEG解码：EEG(abstract)

Comments 39 pages, 1 figure, 5 tables

2505.09327 2025-05-15 math.DS cs.SY eess.SY 50%

Adaptive control for multi-scale stochastic dynamical systems with stochastic next generation reservoir computing

Jiani Cheng, Ting Gao, Jinqiao Duan

专题命中 EEG解码：EEG(abstract)

Comments 30 pages, 14 figures

2503.23211 2025-05-06 stat.ME math.ST stat.AP stat.TH 50%

Optimal Change Point Detection and Inference in the Spectral Density of General Time Series Models

Sepideh Mosaferi, Abolfazl Safikhani, Peiliang Bai

专题命中 EEG解码：EEG(abstract)

Comments Fixed minor typos in V1

2406.02360 2025-05-06 stat.AP stat.CO stat.ME 50%

Granger Causality in High-Dimensional Networks of Time Series

Sipan Aslan, Hernando Ombao

专题命中 EEG解码：EEG(abstract)

2402.16557 2025-04-30 math.NA cs.NA 50%

A randomized algorithm for simultaneously diagonalizing symmetric matrices by congruence

Haoze He, Daniel Kressner

专题命中 EEG解码：EEG(abstract)

2504.18345 2025-04-28 cs.SE 50%

NRevisit: A Cognitive Behavioral Metric for Code Understandability Assessment

Gao Hao, Haytham Hijazi, Júlio Medeiros, João Durães, Chan Tong Lam, Paulo de Carvalho, Henrique Madeira

专题命中 EEG解码：EEG(abstract)

2312.14871 2025-04-24 cs.CV cs.AI 50%

BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction

Honghao Fu, Zhiqi Shen, Jing Jih Chin, Hao Wang

机构 * Honghao Fu 1, 2（Fu Honghao 1, 2）； Zhiqi Shen 2（Shen Zhiqi 2）； Jing Jih Chin 2（Chin Jing Jih 2）； Hao Wang 1（Wang Hao 1）

专题命中 EEG解码：EEG(abstract)

2403.04184 2025-04-10 cs.SI cs.CY 50%

Understanding the Effect of Opinion Polarization in Short Video Browsing

Bangde Du, Ziyi Ye, Monika Jankowska, Zhijing Wu, Qingyao Ai, Yiqun Liu

专题命中 EEG解码：EEG(abstract)

Comments 12 pages, 8 figures

2402.00078 2025-03-24 physics.soc-ph nlin.AO physics.data-an 50%

Hypergraph reconstruction from dynamics

Robin Delabays, Giulia De Pasquale, Florian Dörfler, Yuanzhao Zhang

专题命中 EEG解码：EEG(abstract)

Comments Main text: 11 pages, 7 figures. Supp. Inf.: 6 pages, 10 figures

Journal ref Nat. Commun. 16, 2691 (2025)

2503.15039 2025-03-20 math.ST stat.ME stat.TH 50%

A Note on Local Linear Regression for Time Series in Banach Spaces

Florian Heinrichs

专题命中 EEG解码：EEG(abstract)

Comments Keywords: Local linear regression, Functional time series, Non-stationary time series, Kernel smoothing 18 pages, 5 figures, 4 tables

2503.04169 2025-03-07 stat.AP stat.ME 50%

Spectral Extremal Connectivity of Two-State Seizure Brain Waves

Mara Sherlin D. Talento, Jordan Richards, Marco Pinto-Orellana, Raphael Huser, Hernando C. Ombao

专题命中 EEG解码：EEG(abstract)

2502.15923 2025-02-25 eess.SY cs.SY 50%

Parameter Estimation of the Network of FitzHugh-Nagumo Neurons Based on the Speed-Gradient and Filtering

Aleksandra Rybalko, Alexander Fradkov

专题命中 EEG解码：EEG(abstract)

2206.09951 2025-01-30 cs.ET cs.AI cs.AR 50%

Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks

Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov

专题命中 EEG解码：EEG(abstract)

Comments Accepted by IEEE Transactions on Biomedical Circuits and Systems

Journal ref IEEE Transactions on Biomedical Circuits and Systems, 2022

2501.16762 2025-01-29 cs.IT math.IT 50%

Rate-Distortion under Neural Tracking of Speech: A Directed Redundancy Approach

Jan Østergaard, Sangeeth Geetha Jayaprakash, Rodrigo Ordoñez

专题命中 EEG解码：EEG(abstract)

Comments Accepted for IEEE Data Compression Conference

2501.07474 2025-01-14 cs.SD cs.AI eess.AS 50%

Estimating Musical Surprisal in Audio

Mathias Rose Bjare, Giorgia Cantisani, Stefan Lattner, Gerhard Widmer

专题命中 EEG解码：EEG(abstract)

Comments 5 pages, 2 figures, 1 table. Accepted at the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), Hyderabad, India

2501.06504 2025-01-14 cs.CR 50%

On the Reliability of Biometric Datasets: How Much Test Data Ensures Reliability?

Matin Fallahi, Ragini Ramesh, Pankaja Priya Ramasamy, Patricia Arias Cabarcos, Thorsten Strufe, Philipp Terhörst

专题命中 EEG解码：EEG(abstract)

2501.01700 2025-01-06 cs.CV 50%

Aesthetic Matters in Music Perception for Image Stylization: A Emotion-driven Music-to-Visual Manipulation

Junjie Xu, Xingjiao Wu, Tanren Yao, Zihao Zhang, Jiayang Bei, Wu Wen, Liang He

专题命中 EEG解码：EEG(abstract)

2501.01673 2025-01-06 cs.SD eess.AS 50%

Improved Feature Extraction Network for Neuro-Oriented Target Speaker Extraction

Cunhang Fan, Youdian Gao, Zexu Pan, Jingjing Zhang, Hongyu Zhang, Jie Zhang, Zhao Lv

专题命中 EEG解码：EEG(abstract)

Comments accepted by ICASSP2025

1. EEG解码 3894 篇

Network inference via approximate Bayesian computation. Illustration on a stochastic multi-population neural mass model

Defending against Jailbreak through Early Exit Generation of Large Language Models

Physiological Signal-Driven QoE Optimization for Wireless Virtual Reality Transmission

Graph Estimation Based on Neighborhood Selection for Matrix-variate Data

Bayesian wavelet shrinkage for low SNR data based on the Epanechnikov kernel

Structural Classification of Locally Stationary Time Series Based on Second-order Characteristics

SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network

The Mixed-Sparse-Smooth-Model Toolbox (MSSM): Efficient Estimation and Selection of Large Multi-Level Statistical Models

Functional-Coefficient Models for Multivariate Time Series in Designed Experiments: with Applications to Brain Signals

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM

M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction

A Feasibility Study of Task-Based fMRI at 0.55 T

Limit Theorems for the Symbolic Correlation Integral and the Renyi-2 Entropy under Short-range Dependence

Adaptive control for multi-scale stochastic dynamical systems with stochastic next generation reservoir computing

Optimal Change Point Detection and Inference in the Spectral Density of General Time Series Models

Granger Causality in High-Dimensional Networks of Time Series

A randomized algorithm for simultaneously diagonalizing symmetric matrices by congruence

NRevisit: A Cognitive Behavioral Metric for Code Understandability Assessment

BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction

Understanding the Effect of Opinion Polarization in Short Video Browsing

Hypergraph reconstruction from dynamics

A Note on Local Linear Regression for Time Series in Banach Spaces

Spectral Extremal Connectivity of Two-State Seizure Brain Waves

Parameter Estimation of the Network of FitzHugh-Nagumo Neurons Based on the Speed-Gradient and Filtering

Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks

Rate-Distortion under Neural Tracking of Speech: A Directed Redundancy Approach

Estimating Musical Surprisal in Audio

On the Reliability of Biometric Datasets: How Much Test Data Ensures Reliability?

Aesthetic Matters in Music Perception for Image Stylization: A Emotion-driven Music-to-Visual Manipulation

Improved Feature Extraction Network for Neuro-Oriented Target Speaker Extraction