脑机接口 / BCI - arXivDaily 专题

1406.0458 2014-11-11 physics.bio-ph physics.med-ph 78%

The Surface Laplacian Technique in EEG: Theory and Methods

Claudio Carvalhaes, J. Acacio de Barros

专题命中 EEG解码：EEG(title,abstract)

Comments 43 pages, 8 figures

1206.3493 2014-11-04 stat.AP cs.IT math.IT stat.ML 78%

Compressed Sensing of EEG for Wireless Telemonitoring with Low Energy Consumption and Inexpensive Hardware

Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Bhaskar D. Rao

专题命中 EEG解码：EEG(title,abstract)

Comments Matlab codes can be downloaded at: http://dsp.ucsd.edu/~zhilin/BSBL.html, or http://sites.google.com/site/researchbyzhang/bsbl

1410.2522 2014-10-10 stat.AP 78%

A three domain covariance framework for EEG/MEG data

Beata Roś, Fetsje Bijma, Mathisca de Gunst, Jan de Munck

专题命中 EEG解码：EEG(title,abstract)

Comments 25 pages, 8 figures, 1 table

1407.7953 2014-07-31 physics.med-ph q-bio.QM 78%

Evaluation of Spatial Resolution and Noise Sensitivity of sLORETA Method for EEG Source Localization Using Low-Density Headsets

Sajib Saha, Yakov I. Nesterets, Murat Tahtali, Timur E. Gureyev

专题命中 EEG解码：EEG(title,abstract)

Comments 13 pages

1407.1285 2014-07-07 cs.ET 78%

Compressed EEG Acquisition with Limited Channels using Estimated Signal Correlation

J V Satyanarayana, A G Ramakrishnan

专题命中 EEG解码：EEG(title,abstract)

1406.2434 2014-06-11 q-bio.QM 78%

EEG source localization using a sparsity prior based on Brodmann areas

S. Saha, Ya. I. Nesterets, Rajib Rana, M. Tahtali, Frank de Hoog, T. E. Gureyev

专题命中 EEG解码：EEG(title,abstract)

1304.0133 2013-06-11 cs.IT math.IT 78%

Adaptive Energy-aware Encoding for DWT-Based Wireless EEG Monitoring System

Ramy Hussein, Amr Mohamed

专题命中 EEG解码：EEG(title,abstract)

Comments This paper has been modified to republished

1201.4481 2012-08-31 physics.med-ph physics.ins-det 78%

EEG-assisted retrospective motion correction for fMRI: E-REMCOR

Vadim Zotev, Han Yuan, Raquel Phillips, Jerzy Bodurka

专题命中 EEG解码：EEG(title,abstract)

Comments 19 pages, 10 figures, to appear in NeuroImage

Journal ref NeuroImage 63 (2012) 698-712

1105.2150 2011-12-02 stat.AP stat.ME 78%

Matrix Variate Logistic Regression Model with Application to EEG Data

Hung Hung, Chen-Chien Wang

专题命中 EEG解码：EEG(title,abstract)

Comments 19 pages, 1 figures, 4 tables

0912.2412 2010-08-05 stat.ME stat.AP stat.ML 78%

Modeling sparse connectivity between underlying brain sources for EEG/MEG

Stefan Haufe, Ryota Tomioka, Guido Nolte, Klaus-Robert Mueller, Motoaki Kawanabe

专题命中 EEG解码：EEG(title,abstract)

Comments 9 pages, 6 figures

Journal ref IEEE Trans. Biomed. Eng. 57(8) (2010) 1954 - 1963;

1002.4522 2010-02-26 cs.AI 78%

Feature Importance in Bayesian Assessment of Newborn Brain Maturity from EEG

L. Jakaite, V. Schetinin, C. Maple

专题命中 EEG解码：EEG(title,abstract)

Comments Proceedings of the 9th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED), University of Cambridge, UK, 2010, edited by L. A. Zadeh et al, pp 191 - 195

Journal ref Proceedings of the 9th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED), University of Cambridge, UK, 2010, edited by L. A. Zadeh et al, pp 191 - 195

physics/0703129 2009-12-01 physics.bio-ph physics.data-an 78%

Scale-invariance of human EEG signals in sleep

Shi-Min Cai, Zhao-Hui Jiang, Tao Zhou, Pei-Ling Zhou, Hui-Jie Yang, Bing-Hong Wang

专题命中 EEG解码：EEG(title,abstract)

Comments 4 pages and 6 figures

Journal ref Physical Review E 76, 061903 (2007)

physics/0506117 2009-12-01 physics.data-an physics.med-ph 78%

Estimation of coupling between oscillators from short time series via phase dynamics modeling: limitations and application to EEG data

D. A. Smirnov, M. B. Bodrov, J. L. Perez Velazquez, R. A. Wennberg, B. P. Bezruchko

专题命中 EEG解码：EEG(title,abstract)

Comments 22 pages, 7 figures, the paper is to be published in Chaos, 2005, vol.15, issue 2, see http://chaos.aip.org/

physics/0011006 2009-12-01 physics.bio-ph physics.data-an q-bio 78%

Spherical harmonic decomposition applied to spatial-temporal analysis of human high-density EEG

Brett M. Wingeier, Paul L. Nunez, Richard B. Silberstein

专题命中 EEG解码：EEG(title,abstract)

Comments 12 pages, 8 figures, submitted to Phys. Rev. E, uses APS RevTeX styles

0905.3911 2009-12-01 physics.med-ph physics.data-an 78%

Spatio-Temporal Structuring of Brain Activity - Description of Interictal EEG in Paediatric Frontal Lobe Epilepsy

W. Bunk, T. Aschenbrenner, G. Kluger, S. Springer

专题命中 EEG解码：EEG(title,abstract)

0904.3808 2009-12-01 cs.AI cs.CV 78%

Automated Epilepsy Diagnosis Using Interictal Scalp EEG

Forrest Sheng Bao, Jue-Ming Gao, Jing Hu, Donald Y. -C. Lie, Yuanlin Zhang, K. J. Oommen

专题命中 EEG解码：EEG(title,abstract)

Comments 5 pages, 4 figures, 3 tables, based on our IEEE ICTAI'08 paper, submitted to IEEE EMBC'09

0903.1078 2009-12-01 physics.data-an physics.bio-ph 78%

The Dynamics of EEG Entropy

M. Ignaccolo, M. Latka, W. Jernajczyk, P. Grigolini, B. J. West

专题命中 EEG解码：EEG(title,abstract)

0902.1113 2009-12-01 physics.data-an 78%

Dynamics of EEG Entropy: beyond signal plus noise

M. Ignaccolo, M. Latka, W. Jernajczyk, P. Grigolini, B. J. West

专题命中 EEG解码：EEG(title,abstract)

Comments Does the signal plus noise paradigm apply to Electroencephalograms? Detrended Fluctuations Analysis vs Diffusion Entropy

0901.3877 2009-12-01 stat.AP 78%

Nonparametric spectral analysis with applications to seizure characterization using EEG time series

Li Qin, Yuedong Wang

专题命中 EEG解码：EEG(title,abstract)

Comments Published in at http://dx.doi.org/10.1214/08-AOAS185 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)

Journal ref Annals of Applied Statistics 2008, Vol. 2, No. 4, 1432-1451

physics/0503063 2009-12-01 physics.data-an 78%

Modeling spatiotemporal noise covariance for MEG/EEG source analysis

S. M. Plis, J. S. George, S. C. Jun, J. Pare-Blagoev, D. M. Ranken, D. M. Schmidt, C. C. Wood

专题命中 EEG解码：EEG(title,abstract)

Comments 27 pages, 6 figures

physics/9911039 2009-12-01 physics.med-ph physics.data-an q-bio 78%

Correlation Dimension Maps of EEG from Epileptic Absences

C. Silva, I. R. Pimentel, A. Andrade, J. P. Foreid, E. Ducla-Soares

专题命中 EEG解码：EEG(title,abstract)

Comments 9 pages, 8 figures

Journal ref Brain Topography, vol. 11, no. 3, pp. 201, 1999

physics/0001053 2009-12-01 physics.bio-ph physics.data-an q-bio 78%

Statistical mechanics of neocortical interactions: Training and testing canonical momenta indicators of EEG

Lester Ingber

专题命中 EEG解码：EEG(title,abstract)

Comments 55 PostScript pages, including 6 figures

Journal ref Mathematical Computer Modelling 27 (1998) 33-64

physics/0001050 2009-12-01 physics.bio-ph physics.data-an q-bio 78%

Statistical mechanics of neocortical interactions: EEG eigenfunctions of short-term memory

Lester Ingber

专题命中 EEG解码：EEG(title,abstract)

Comments 5 PostScript pages

cs/0504059 2009-12-01 cs.NE cs.AI 78%

A Neural Network Decision Tree for Learning Concepts from EEG Data

Vitaly Schetinin

专题命中 EEG解码：EEG(title,abstract)

cs/0504058 2009-12-01 cs.NE cs.AI 78%

Polynomial Neural Networks Learnt to Classify EEG Signals

Vitaly Schetinin

专题命中 EEG解码：EEG(title,abstract)

chao-dyn/9905004 2009-11-30 chao-dyn nlin.CD q-bio 78%

Stationarity and Redundancy of Multichannel EEG Data Recorded During Generalized Tonic-Clonic Seizures

Scott M. Zoldi, Andrew Krystal, Henry S. Greenside

专题命中 EEG解码：EEG(title,abstract)

Comments 44 pages, 10 pages of figures

2112.06464 2021-12-14 q-bio.NC cs.HC 77%

Differential EEG Characteristics during Working Memory Encoding and Re-encoding

Gi-Hwan Shin, Young-Seok Kweon

专题命中 EEG解码：EEG(title)；分类 q-bio.NC、cs.HC；brain-computer interface(comments)

Comments Submitted to 2022 10th IEEE International Winter Conference on Brain-Computer Interface

2602.10528 2026-07-01 cs.LG cs.AI 版本更新 77%

A swap-adversarial framework for improving domain generalization in electrocorticography-based Parkinson's disease classification

基于皮层脑电图的帕金森病分类中改善领域泛化的交换对抗框架

Seongwon Jin, Hanseul Choi, Sunggu Yang, Sungho Park, Jibum Kim

机构 * Department of Computer Science and Engineering, Incheon National University（仁川国立大学计算机科学与工程系）； Department of Nanobioengineering, Incheon National University（仁川国立大学纳米生物工程系）； Center for Brain-Machine Interface, Incheon National University（仁川国立大学脑机接口中心）； Department of Artificial Intelligence, Inha University（仁荷大学人工智能系）

专题命中 EEG解码：EEG(abstract,abstract_cn)；brain-computer interface(abstract)；分类 cs.LG

AI总结提出交换对抗框架，通过脑图引导的通道交换和领域对抗学习，缓解皮层脑电图数据的高变异性与小样本问题，实现跨被试、跨会话和跨数据集的鲁棒泛化。

2506.18962 2026-05-12 cs.HC 77%

UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding

UniMind: 激活大型语言模型的统一多任务脑解码能力

Weiheng Lu, Zhouheng Yao, Jiamin Wu, Pengyu Zhu, Yuchen Zhou, Weijian Mai, Qihao Zheng, Wanli Ouyang, Chunfeng Song

专题命中 EEG解码：EEG(abstract,abstract_cn)；neural signal(abstract)；分类 cs.HC

AI总结 UniMind通过引入大型语言模型解码复杂神经模式，提升多任务脑解码的泛化能力，实验表明其在十个数据集上平均提升12%。

Comments 19pages,4 figures

2604.22494 2026-04-27 stat.ML cs.LG 77%

FedSPDnet: Geometry-Aware Federated Deep Learning with SPDnet

FedSPDnet: 具有SPDnet的几何感知联邦深度学习

Thibault Pautrel, Florent Bouchard, Ammar Mian, Guillaume Ginolhac

专题命中 EEG解码：EEG(abstract,abstract_cn)；motor imagery(abstract)；分类 cs.LG

AI总结本文提出两种联邦学习框架，用于在对称正定矩阵上运行经典SPDnet模型，通过ProjAvg和RLAvg策略保持几何结构，提升信号处理应用的联邦学习性能。

1. EEG解码 3887 篇

The Surface Laplacian Technique in EEG: Theory and Methods

Compressed Sensing of EEG for Wireless Telemonitoring with Low Energy Consumption and Inexpensive Hardware

A three domain covariance framework for EEG/MEG data

Evaluation of Spatial Resolution and Noise Sensitivity of sLORETA Method for EEG Source Localization Using Low-Density Headsets

Compressed EEG Acquisition with Limited Channels using Estimated Signal Correlation

EEG source localization using a sparsity prior based on Brodmann areas

Adaptive Energy-aware Encoding for DWT-Based Wireless EEG Monitoring System

EEG-assisted retrospective motion correction for fMRI: E-REMCOR

Matrix Variate Logistic Regression Model with Application to EEG Data

Modeling sparse connectivity between underlying brain sources for EEG/MEG

Feature Importance in Bayesian Assessment of Newborn Brain Maturity from EEG

Scale-invariance of human EEG signals in sleep

Estimation of coupling between oscillators from short time series via phase dynamics modeling: limitations and application to EEG data

Spherical harmonic decomposition applied to spatial-temporal analysis of human high-density EEG

Spatio-Temporal Structuring of Brain Activity - Description of Interictal EEG in Paediatric Frontal Lobe Epilepsy

Automated Epilepsy Diagnosis Using Interictal Scalp EEG

The Dynamics of EEG Entropy

Dynamics of EEG Entropy: beyond signal plus noise

Nonparametric spectral analysis with applications to seizure characterization using EEG time series

Modeling spatiotemporal noise covariance for MEG/EEG source analysis

Correlation Dimension Maps of EEG from Epileptic Absences

Statistical mechanics of neocortical interactions: Training and testing canonical momenta indicators of EEG

Statistical mechanics of neocortical interactions: EEG eigenfunctions of short-term memory

A Neural Network Decision Tree for Learning Concepts from EEG Data

Polynomial Neural Networks Learnt to Classify EEG Signals

Stationarity and Redundancy of Multichannel EEG Data Recorded During Generalized Tonic-Clonic Seizures

Differential EEG Characteristics during Working Memory Encoding and Re-encoding

A swap-adversarial framework for improving domain generalization in electrocorticography-based Parkinson's disease classification

UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding

FedSPDnet: Geometry-Aware Federated Deep Learning with SPDnet