脑机接口 / BCI - arXivDaily 专题

2501.10402 2025-01-22 eess.SP cs.SD eess.AS 79%

SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG

Cunhang Fan, Sheng Zhang, Jingjing Zhang, Zexu Pan, 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）

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments Accepted by ICASSP 2025

2501.07394 2025-01-22 cs.HC 79%

Exploring the distribution of connectivity weights in resting-state EEG networks

Shiang Hu, Xiao Gong, Xiaolong Huang, Jie Ruan, Pedro Antonio Valdes-Sosa

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

2411.09879 2025-01-10 cs.HC 79%

A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning

Huan Liu, Yuzhe Zhang, Guanjian Liu, Xinxin Du, Haochong Wang, Dalin Zhang

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

2501.04441 2025-01-09 cs.LG 79%

Motif Discovery Framework for Psychiatric EEG Data Classification

Melanija Kraljevska, Katerina Hlavackova-Schindler, Lukas Miklautz, Claudia Plant

机构 * Faculty of Computer Science, University of Vienna（维也纳大学计算机科学学院）； University of Vienna（维也纳大学）

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

2410.13466 2024-12-31 q-bio.NC 79%

Comparing Methodological Variations in Seizure Onset Localisation Algorithms using intracranial EEG

Sarah J. Gascoigne, Manel Vila-Vidal, Nathan Evans, Christopher Thornton, Heather Woodhouse, Billy Smith, Anderson Brito Da Silva, Rhys H. Thomas, Kevin Wilson, Peter N. Taylor, Adria Tauste Campo, Yujiang Wang

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

2311.10447 2024-12-31 cs.HC 79%

Designing and Evaluating an Adaptive Virtual Reality System using EEG Frequencies to Balance Internal and External Attention States

Francesco Chiossi, Changkun Ou, Carolina Gerhardt, Felix Putze, Sven Mayer

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

2412.10489 2024-12-25 cs.CV cs.AI eess.SP 79%

CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information

Kaifan Zhang, Lihuo He, Xin Jiang, Wen Lu, Di Wang, Xinbo Gao

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

2412.13028 2024-12-18 q-bio.NC cs.CE 79%

Identification of Epileptic Spasms (ESES) Phases Using EEG Signals: A Vision Transformer Approach

Wei Gong, Yaru Li

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

2306.15194 2024-12-13 cs.LG 79%

Modified Feature Selection for Improved Classification of Resting-State Raw EEG Signals in Chronic Knee Pain

Jean Li, Dirk De Ridder, Divya Adhia, Matthew Hall, Jeremiah D. Deng

机构 * University of Otago（奥塔哥大学）； School of Computing, University of Otago（奥塔哥大学计算机学院）； School of Medicine, University of Otago（奥塔哥大学医学院）

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

Comments 9 pages, 4 figures; accepted by IEEE Transactions on Biomedical Engineering

2411.19922 2024-12-02 cs.LG cs.AI 79%

Dynamic EEG-fMRI mapping: Revealing the relationship between brain connectivity and cognitive state

Guiran Liu, Binrong Zhu

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

Comments 15 pages, Subjects: Machine Learning (cs.LG); Human-Computer Interaction (cs.HC); Signal Processing (eess.SP)

2409.19884 2024-11-28 eess.AS cs.AI cs.SD eess.SP 79%

SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding

Ziyang Zhang, Andrew Thwaites, Alexandra Woolgar, Brian Moore, Chao Zhang

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments accepted by SLT 2024

2411.17446 2024-11-27 cs.CR eess.SP 79%

Support Vector Machine for Person Classification Using the EEG Signals

Naveenkumar G Venkataswamy, Masudul H Imtiaz

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Journal ref 2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)

2411.13931 2024-11-22 eess.SP 79%

Implementation of tools for lessening the influence of artifacts in EEG signal analysis

Mario Molina-Molina, Lorenzo J. Tardon, Ana M. Barbancho, Isabel Barbancho

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments 14 pages

Journal ref Applied Sciences, 14,971, 2024

2411.13288 2024-11-21 eess.SP 79%

EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis

Haoyi Wang, Xufang Chen, Yue Yang, Kewei Zhou, Meining Lv, Dongrui Wang, Wenjie Zhang

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments 17 pages,6 figures

2411.13217 2024-11-21 eess.SP cs.SD eess.AS 79%

Energy-based features and bi-LSTM neural network for EEG-based music and voice classification

Isaac Ariza, Ana M. Barbancho, Lorenzo J. Tardon, Isabel Barbancho

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments 12 pages

Journal ref Neural Comput and Applic 36, 791-802, 2024

2411.12400 2024-11-20 eess.SP 79%

Bi-LSTM neural network for EEG-based error detection in musicians' performance

Isaac Ariza, Lorenzo J. Tardon, Ana M. Barbancho, Irene De-Torres, Isabel Barbancho

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments 8 pages

Journal ref Biomedical Signal Proces. and Control, Vol.78, 2022

2411.12092 2024-11-20 eess.SP cs.IR 79%

Preprocessing for lessening the influence of eye artifacts in eeg analysis

Alejandro Villena, Lorenzo J. Tardon, Isabel Barbancho, Ana M. Barbancho, Elvira Brattico, Niels T. Haumann

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments 16 pages, journal article

Journal ref Appl. Sci. 2019, 9, 1757

2411.09875 2024-11-18 cs.HC 79%

EEG Spectral Analysis in Gray Zone Between Healthy and Insomnia

Ha-Na Jo, Young-Seok Kweon, Seo-Hyun Lee

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

Comments 4 pages, 2 figures

2411.09874 2024-11-18 cs.AI eess.SP 79%

A Hybrid Artificial Intelligence System for Automated EEG Background Analysis and Report Generation

Chin-Sung Tung, Sheng-Fu Liang, Shu-Feng Chang, Chung-Ping Young

机构 * Min-Jhong Hospital（民雄医院）； National Cheng Kung University（成功大学）

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments Example code available at https://github.com/tcs211/AI_EEEG_REPORT

Journal ref IEEE Journal of Biomedical and Health Informatics (2024)

2411.00822 2024-11-05 cs.CV cs.AI cs.HC 79%

EEG-based Multimodal Representation Learning for Emotion Recognition

Kang Yin, Hye-Bin Shin, Dan Li, Seong-Whan Lee

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

1601.07810 2024-10-30 cs.CE cs.NA math.NA q-bio.NC 79%

The Unfitted Discontinuous Galerkin Method for Solving the EEG Forward Problem

Andreas Nüßing, Carsten H. Wolters, Heinrich Brinck, Christian Engwer

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

Comments This work has been submitted to the IEEE for possible publication

2310.15173 2024-10-29 q-bio.NC 79%

Hierarchical Event Descriptor library schema for EEG data annotation

Dora Hermes, Tal Pal Attia, Sándor Beniczky, Jorge Bosch-Bayard, Arnaud Delorme, Brian Nils Lundstrom, Christine Rogers, Stefan Rampp, Seyed Yahya Shirazi, Dung Truong, Pedro Valdes-Sosa, Greg Worrell, Scott Makeig, Kay Robbins

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

Comments 23 pages, 5 figures, 1 table

2308.16207 2024-10-28 cs.LG 79%

MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition

Yi Ding, Su Zhang, Chuangao Tang, Cuntai Guan

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

Comments 12 pages, 4 figures. This work has been submitted to the IEEE for possible publication

2410.15078 2024-10-22 eess.AS eess.SP 79%

Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response

Shitong Fan, Wenbo Wang, Feiyang Xiao, Shiheng Zhang, Qiaoxi Zhu, Jian Guan

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments Shitong Fan and Wenbo Wang contributed equally. Accepted by the International Symposium on Chinese Spoken Language Processing (ISCSLP) 2024

2404.17952 2024-10-22 q-bio.NC 79%

Multi-centre normative brain mapping of intracranial EEG lifespan patterns in the human brain

Heather Woodhouse, Gerard Hall, Callum Simpson, Csaba Kozma, Frances Turner, Gabrielle M. Schroeder, Beate Diehl, John S. Duncan, Jiajie Mo, Kai Zhang, Aswin Chari, Martin Tisdall, Friederike Moeller, Chris Petkov, Matthew A. Howard, George M. Ibrahim, Elizabeth Donner, Nebras M. Warsi, Raheel Ahmed, Peter N. Taylor, Yujiang Wang

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

2410.12572 2024-10-17 cs.LG 79%

On the Role of Activation Functions in EEG-To-Text Decoder

Zenon Lamprou, Iakovos Tenedios, Yashar Moshfeghi

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

2410.11200 2024-10-16 cs.LG cs.AI 79%

SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning

Rikuto Kotoge, Zheng Chen, Tasuku Kimura, Yasuko Matsubara, Takufumi Yanagisawa, Haruhiko Kishima, Yasushi Sakurai

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

Comments This paper has been accepted by ICDM2024

2409.20026 2024-10-01 q-bio.QM eess.SP 79%

The EAVI EMG/EEG Board: Hybrid physiological sensing

Atau Tanaka, David Fierro, Francesco Di Maggio, Martin Klang, Stephen Whitmarsh

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments NIME 2023, NIME - New Interfaces for Musical Expression, May 2023, Mexico CIty, Mexico

2409.19130 2024-10-01 eess.IV cs.AI cs.LG 79%

Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion

Xinxu Wei, Kanhao Zhao, Yong Jiao, Nancy B. Carlisle, Hua Xie, Gregory A. Fonzo, Yu Zhang

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

2211.05207 2024-09-26 cs.CV cs.AI cs.LG 79%

Improving Clinician Performance in Classification of EEG Patterns on the Ictal-Interictal-Injury Continuum using Interpretable Machine Learning

Alina Jade Barnett, Zhicheng Guo, Jin Jing, Wendong Ge, Peter W. Kaplan, Wan Yee Kong, Ioannis Karakis, Aline Herlopian, Lakshman Arcot Jayagopal, Olga Taraschenko, Olga Selioutski, Gamaleldin Osman, Daniel Goldenholz, Cynthia Rudin, M. Brandon Westover

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

Comments 24 pages including appendices, 9 figures, published at NEJM AI

Journal ref NEJM AI. 2024 Jun; 1(6): 10.1056/aioa2300331

1. EEG解码 3907 篇

SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG

Exploring the distribution of connectivity weights in resting-state EEG networks

A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning

Motif Discovery Framework for Psychiatric EEG Data Classification

Comparing Methodological Variations in Seizure Onset Localisation Algorithms using intracranial EEG

Designing and Evaluating an Adaptive Virtual Reality System using EEG Frequencies to Balance Internal and External Attention States

CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information

Identification of Epileptic Spasms (ESES) Phases Using EEG Signals: A Vision Transformer Approach

Modified Feature Selection for Improved Classification of Resting-State Raw EEG Signals in Chronic Knee Pain

Dynamic EEG-fMRI mapping: Revealing the relationship between brain connectivity and cognitive state

SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding

Support Vector Machine for Person Classification Using the EEG Signals

Implementation of tools for lessening the influence of artifacts in EEG signal analysis

EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis

Energy-based features and bi-LSTM neural network for EEG-based music and voice classification

Bi-LSTM neural network for EEG-based error detection in musicians' performance

Preprocessing for lessening the influence of eye artifacts in eeg analysis

EEG Spectral Analysis in Gray Zone Between Healthy and Insomnia

A Hybrid Artificial Intelligence System for Automated EEG Background Analysis and Report Generation

EEG-based Multimodal Representation Learning for Emotion Recognition

The Unfitted Discontinuous Galerkin Method for Solving the EEG Forward Problem

Hierarchical Event Descriptor library schema for EEG data annotation

MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition

Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response

Multi-centre normative brain mapping of intracranial EEG lifespan patterns in the human brain

On the Role of Activation Functions in EEG-To-Text Decoder

SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning

The EAVI EMG/EEG Board: Hybrid physiological sensing

Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion

Improving Clinician Performance in Classification of EEG Patterns on the Ictal-Interictal-Injury Continuum using Interpretable Machine Learning