脑机接口 / BCI - arXivDaily 专题

2512.04729 2025-12-05 math.NA cs.NA 50%

Weighted total variation regularization for inverse problems with significant null spaces

加权总变分正则化用于具有显著空空间的反问题

Martin Burger, Ole Løseth Elvetun, Bjørn Fredrik Nielsen

专题命中 EEG解码：EEG(abstract)

AI总结本文提出加权总变分正则化方法，用于解决具有显著空空间的反问题，有效恢复远离边界的源位置和大小。

2511.14417 2025-11-19 stat.AP 50%

Nonlinear Coherence for Vector Time Series: Defining Region-to-Region Functional Brain Connectivity

Paolo Victor Redondo, Raphaël Huser, Hernando Ombao

专题命中 EEG解码：EEG(abstract)

2510.26982 2025-11-03 stat.CO stat.ML 50%

Robust fuzzy clustering for high-dimensional multivariate time series with outlier detection

Ziling Ma, Ángel López-Oriona, Hernando Ombao, Ying Sun

专题命中 EEG解码：EEG(abstract)

2510.05123 2025-10-08 eess.IV cs.AI 50%

A Scalable AI Driven, IoT Integrated Cognitive Digital Twin for Multi-Modal Neuro-Oncological Prognostics and Tumor Kinetics Prediction using Enhanced Vision Transformer and XAI

Saptarshi Banerjee, Himadri Nath Saha, Utsho Banerjee, Rajarshi Karmakar, Jon Turdiev

专题命中 EEG解码：EEG(abstract)

2510.04426 2025-10-07 stat.ML math.FA 50%

Divergence Phase Index: A Riesz-Transform Framework for Multidimensional Phase Difference Analysis

Magaly Catanzariti, Hugo Aimar, Diego M. Mateos

专题命中 EEG解码：EEG(abstract)

Comments 19 pages; 4 figures

2509.21345 2025-10-06 cs.NE cs.SY eess.SY 50%

Neuromorphic Deployment of Spiking Neural Networks for Cognitive Load Classification in Air Traffic Control

Jiahui An, Chonghao Cai, Olympia Gallou, Sara Irina Fabrikant, Giacomo Indiveri, Elisa Donati

专题命中 EEG解码：EEG(abstract)

Comments Preprint version. Accepted at ACM/IEEE ICONS 2025 (to appear in Proceedings)

2509.06418 2025-09-09 stat.ME stat.AP 50%

Noise-Robust Phase Connectivity Estimation via Bayesian Circular Functional Models

Shonosuke Sugasawa, Takeru Matsuda, Tomoyuki Nagakawa

专题命中 EEG解码：EEG(abstract)

Comments 17 pages

2402.11282 2025-09-09 cs.CL 50%

Grammaticality illusion or ambiguous interpretation? Event-related potentials reveal the nature of the missing-NP effect in Mandarin centre-embedded structures

Qihang Yang, Caimei Yang, Yu Liao, Ziman Zhuang

专题命中 EEG解码：EEG(abstract)

2509.05092 2025-09-08 cs.CV 50%

Semi-supervised Deep Transfer for Regression without Domain Alignment

Mainak Biswas, Ambedkar Dukkipati, Devarajan Sridharan

机构 * Brain, Computation and Data Sciences（脑科学与数据科学）； Centre for Neuroscience（神经科学中心）； Computer Science and Automation（计算机科学与自动化）

专题命中 EEG解码：EEG(abstract)

Comments 15 pages, 6 figures, International Conference on Computer Vision 2025

2210.07456 2025-09-05 stat.ME stat.ML 50%

Estimation of High-Dimensional Markov-Switching VAR Models with an Approximate EM Algorithm

Xiudi Li, Abolfazl Safikhani, Ali Shojaie

专题命中 EEG解码：EEG(abstract)

2509.00585 2025-09-03 stat.ME 50%

MOPED: A moving sum method for change point detection in pairwise extremal dependence

Euan T. McGonigle, Matthew Pawley, Jordan Richards, Christian Rohrbeck

专题命中 EEG解码：EEG(abstract)

2508.19115 2025-08-27 cs.CR cs.AI 50%

SecureV2X: An Efficient and Privacy-Preserving System for Vehicle-to-Everything (V2X) Applications

Joshua Lee, Ali Arastehfard, Weiran Liu, Xuegang Ban, Yuan Hong

机构 * University of California Santa Barbara（加州大学圣芭芭拉分校）； University of Connecticut（康涅狄格大学）； Alibaba Group（阿里巴巴集团）； University of Washington（华盛顿大学）

专题命中 EEG解码：EEG(abstract)

Comments 10 pages, 3 figures

2508.18547 2025-08-27 cs.SE 50%

How do Humans and LLMs Process Confusing Code?

Youssef Abdelsalam, Norman Peitek, Anna-Maria Maurer, Mariya Toneva, Sven Apel

专题命中 EEG解码：EEG(abstract)

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)

1. EEG解码 3907 篇

Weighted total variation regularization for inverse problems with significant null spaces

Nonlinear Coherence for Vector Time Series: Defining Region-to-Region Functional Brain Connectivity

Robust fuzzy clustering for high-dimensional multivariate time series with outlier detection

A Scalable AI Driven, IoT Integrated Cognitive Digital Twin for Multi-Modal Neuro-Oncological Prognostics and Tumor Kinetics Prediction using Enhanced Vision Transformer and XAI

Divergence Phase Index: A Riesz-Transform Framework for Multidimensional Phase Difference Analysis

Neuromorphic Deployment of Spiking Neural Networks for Cognitive Load Classification in Air Traffic Control

Noise-Robust Phase Connectivity Estimation via Bayesian Circular Functional Models

Grammaticality illusion or ambiguous interpretation? Event-related potentials reveal the nature of the missing-NP effect in Mandarin centre-embedded structures

Semi-supervised Deep Transfer for Regression without Domain Alignment

Estimation of High-Dimensional Markov-Switching VAR Models with an Approximate EM Algorithm

MOPED: A moving sum method for change point detection in pairwise extremal dependence

SecureV2X: An Efficient and Privacy-Preserving System for Vehicle-to-Everything (V2X) Applications

How do Humans and LLMs Process Confusing Code?

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