脑机接口 / BCI - arXivDaily 专题

2409.11836 2024-09-19 eess.IV cs.CV 78%

NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI Synthesis

Romeo Lanzino, Federico Fontana, Luigi Cinque, Francesco Scarcello, Atsuto Maki

专题命中 EEG解码：EEG(title,abstract)

Comments ECCV24 Workshop on Synthetic Data for Computer Vision

2407.08150 2024-09-06 cs.CV 78%

Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding

Minghui Wu, Chenxu Zhao, Anyang Su, Donglin Di, Tianyu Fu, Da An, Min He, Ya Gao, Meng Ma, Kun Yan, Ping Wang

专题命中 EEG解码：EEG(title,abstract)

Comments Accepted by ACM MULTIMEDIA 2024

2208.08161 2024-08-12 cs.CV 78%

KAM -- a Kernel Attention Module for Emotion Classification with EEG Data

Dongyang Kuang, Craig Michoski

专题命中 EEG解码：EEG(title,abstract)

Comments This preprint has not undergone peer review. The updated version is accepted by MICCAI2022 workshop: iMIMIC - Interpretability of Machine Intelligence in Medical Image Computing

Journal ref In: Reyes, M., Henriques Abreu, P., Cardoso, J. (eds) Interpretability of Machine Intelligence in Medical Image Computing. iMIMIC 2022. Lecture Notes in Computer Science, vol 13611. Springer, Cham

2406.15269 2024-08-06 cs.CV 78%

You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation

Hongyu Chen, Weiming Zeng, Luhui Cai, Lei Wang, Jia Lu, Yueyang Li, Hongjie Yan, Wai Ting Siok, Nizhuan Wang

专题命中 EEG解码：EEG(title,abstract)

2407.15167 2024-07-23 cs.CV 78%

The VEP Booster: A Closed-Loop AI System for Visual EEG Biomarker Auto-generation

Junwen Luo, Chengyong Jiang, Qingyuan Chen, Dongqi Han, Yansen Wang, Biao Yan, Dongsheng Li, Jiayi Zhang

专题命中 EEG解码：EEG(title,abstract)

Comments 19 pages, 6 figures

2311.13436 2024-06-26 eess.AS 78%

Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement

Jie Zhang, Qing-Tian Xu, Zhen-Hua Ling, Haizhou Li

专题命中 EEG解码：EEG(title,abstract)

Comments arXiv admin note: text overlap with arXiv:2305.09994

2404.01008 2024-04-02 cs.IR 78%

EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation

Shaorun Zhang, Zhiyu He, Ziyi Ye, Peijie Sun, Qingyao Ai, Min Zhang, Yiqun Liu

专题命中 EEG解码：EEG(title,abstract)

2402.06410 2024-02-13 stat.ME 78%

Manifold-valued models for analysis of EEG time series data

Tao Ding, Tom M. W. Nye, Yujiang Wang

专题命中 EEG解码：EEG(title,abstract)

Comments 22 pages and 9 figures. Supplementary material is appended

2401.03250 2024-01-09 cs.CY cs.CV 78%

Interpersonal Relationship Analysis with Dyadic EEG Signals via Learning Spatial-Temporal Patterns

Wenqi Ji, Fang liu, Xinxin Du, Niqi Liu, Chao Zhou, Mingjin Yu, Guozhen Zhao, Yong-Jin Liu

专题命中 EEG解码：EEG(title,abstract)

2309.04153 2023-11-23 cs.CV cs.CE 78%

Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification

Yiqian Yang, Zhengqiao Zhao, Qian Wang, Yan Yang, Jingdong Chen

专题命中 EEG解码：EEG(title,abstract)

2311.11088 2023-11-21 cs.CL cs.AI 78%

Combining EEG and NLP Features for Predicting Students' Lecture Comprehension using Ensemble Classification

Phantharach Natnithikarat, Theerawit Wilaiprasitporn, Supavit Kongwudhikunakorn

专题命中 EEG解码：EEG(title,abstract)

2009.12984 2023-11-17 q-bio.QM 78%

Deep learning analysis of intracranial EEG for recognizing drug effects and mechanisms of action

Konstantin Y. Kalitin, Alexey A. Nevzorov, Denis A. Babkov, Alexander A. Spasov, Olga Y. Mukha

专题命中 EEG解码：EEG(title,abstract)

2311.00814 2023-11-08 cs.SD eess.AS 78%

Investigating Self-Supervised Deep Representations for EEG-based Auditory Attention Decoding

Karan Thakkar, Jiarui Hai, Mounya Elhilali

专题命中 EEG解码：EEG(title,abstract)

Comments Submitted to ICASSP 2024

2310.18795 2023-10-31 cs.CV 78%

A Review on the Applications of Machine Learning for Tinnitus Diagnosis Using EEG Signals

Farzaneh Ramezani, Hamidreza Bolhasani

专题命中 EEG解码：EEG(title,abstract)

2310.16532 2023-10-26 cs.CV 78%

Learning Robust Deep Visual Representations from EEG Brain Recordings

Prajwal Singh, Dwip Dalal, Gautam Vashishtha, Krishna Miyapuram, Shanmuganathan Raman

专题命中 EEG解码：EEG(title,abstract)

Comments Accepted in WACV 2024

2309.15714 2023-10-18 cs.CL cs.AI 78%

Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension

Yuhong Zhang, Qin Li, Sujal Nahata, Tasnia Jamal, Shih-kuen Cheng, Gert Cauwenberghs, Tzyy-Ping Jung

专题命中 EEG解码：EEG(title,abstract)

2308.12056 2023-08-24 nlin.AO 78%

Unraveling the Neural Network: Identifying Temporal Labeling of Visual Events through EEG-Based Functional Connectivity Analysis of Brain Regions

Sina Khoonbani, Hasan Ramezanian

专题命中 EEG解码：EEG(title,abstract)

2308.04908 2023-08-11 math.NA cs.NA math.AP 78%

The Effects of Peeling on Finite Element Method -based EEG Source Reconstruction

Santtu Söderholm, Joonas Lahtinen, Carsten H. Wolters, Sampsa Pursiainen

专题命中 EEG解码：EEG(title,abstract)

Comments 13 pages, submitted to Biomedical Signal Processing and Control. v2: Correct affiliation information for Carsten H. Wolters to be more specific

2307.14303 2023-07-27 eess.AS 78%

NeuroHeed: Neuro-Steered Speaker Extraction using EEG Signals

Zexu Pan, Marvin Borsdorf, Siqi Cai, Tanja Schultz, Haizhou Li

专题命中 EEG解码：EEG(title,abstract)

2307.01754 2023-07-06 cs.CV 78%

K-complex Detection Using Fourier Spectrum Analysis In EEG

Alexey Protopopov

专题命中 EEG解码：EEG(title,abstract)

Comments 11 pages, 6 figures, 3 tables

2307.00366 2023-07-04 eess.AS 78%

Enhancing the EEG Speech Match Mismatch Tasks With Word Boundaries

Akshara Soman, Vidhi Sinha, Sriram Ganapathy

专题命中 EEG解码：EEG(title,abstract)

Comments 5 pages, 4 figures, 4 tables, accepted to Interspeech2023 conference

2306.16934 2023-07-03 cs.CV 78%

DreamDiffusion: Generating High-Quality Images from Brain EEG Signals

Yunpeng Bai, Xintao Wang, Yan-pei Cao, Yixiao Ge, Chun Yuan, Ying Shan

专题命中 EEG解码：EEG(title,abstract)

Comments 8 pages, 7 figures

2302.01736 2023-06-19 eess.AS cs.SD 78%

Relating EEG to continuous speech using deep neural networks: a review

Corentin Puffay, Bernd Accou, Lies Bollens, Mohammad Jalilpour Monesi, Jonas Vanthornhout, Hugo Van hamme, Tom Francart

专题命中 EEG解码：EEG(title,abstract)

2303.07071 2023-03-14 cs.SE 78%

Correlates of Programmer Efficacy and Their Link to Experience: A Combined EEG and Eye-Tracking Study

Norman Peitek, Annabelle Bergum, Maurice Rekrut, Jonas Mucke, Matthias Nadig, Chris Parnin, Janet Siegmund, Sven Apel

专题命中 EEG解码：EEG(title,abstract)

Comments 12 pages, 7 figures, To be published at Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE '22)

2303.06435 2023-03-14 eess.AS 78%

Relating EEG recordings to speech using envelope tracking and the speech-FFR

Mike Thornton, Danilo Mandic, Tobias Reichenbach

专题命中 EEG解码：EEG(title,abstract)

Comments 2 pages, 3 figures. Accepted for ICASSP 2023 (challenge track)

2301.06755 2023-01-18 q-bio.QM 78%

Extracting continuous sleep depth from EEG data without machine learning

Claus Metzner, Achim Schilling, Maximilian Traxdorf, Holger Schulze, Konstantin Tziridis, Patrick Krauss

专题命中 EEG解码：EEG(title,abstract)

2211.17093 2022-12-01 cs.CE 78%

CutFEM forward modeling for EEG source analysis

Tim Erdbrügger, Andreas Westhoff, Malte Hoeltershinken, Jan-Ole Radecke, Yvonne Buschermoehle, Alena Buyx, Fabrice Wallois, Sampsa Pursiainen, Joachim Gross, Rebekka Lencer, Christian Engwer, Carsten Wolters

专题命中 EEG解码：EEG(title,abstract)

Comments 9 pages, 8 figures

2209.13090 2022-09-28 cs.CV cs.AI 78%

EEG-based Image Feature Extraction for Visual Classification using Deep Learning

Alankrit Mishra, Nikhil Raj, Garima Bajwa

专题命中 EEG解码：EEG(title,abstract)

Comments 8 pages, 4 figures, to be published in 2022 International Conference on Intelligent Data Science Technologies and Applications (IDSTA)

2208.05814 2022-08-12 cs.CV cs.AI cs.MM 78%

Seeing your sleep stage: cross-modal distillation from EEG to infrared video

Jianan Han, Shaoxing Zhang, Aidong Men, Yang Liu, Ziming Yao, Yan Yan, Qingchao Chen

专题命中 EEG解码：EEG(title,abstract)

Comments We have submitted this paper to an academic journal

2207.12677 2022-07-27 physics.med-ph 78%

A tool towards EEG semi-autonomous electrode placement

Pan Liu, Ariston Reis, Paulo J. S. Gonçalves

专题命中 EEG解码：EEG(title,abstract)

Comments The Romanian Review Precision Mechanics, Optics & Mechatronics, In press

1. EEG解码 3892 篇

NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI Synthesis

Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding

KAM -- a Kernel Attention Module for Emotion Classification with EEG Data

You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation

The VEP Booster: A Closed-Loop AI System for Visual EEG Biomarker Auto-generation

Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement

EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation

Manifold-valued models for analysis of EEG time series data

Interpersonal Relationship Analysis with Dyadic EEG Signals via Learning Spatial-Temporal Patterns

Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification

Combining EEG and NLP Features for Predicting Students' Lecture Comprehension using Ensemble Classification

Deep learning analysis of intracranial EEG for recognizing drug effects and mechanisms of action

Investigating Self-Supervised Deep Representations for EEG-based Auditory Attention Decoding

A Review on the Applications of Machine Learning for Tinnitus Diagnosis Using EEG Signals

Learning Robust Deep Visual Representations from EEG Brain Recordings

Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension

Unraveling the Neural Network: Identifying Temporal Labeling of Visual Events through EEG-Based Functional Connectivity Analysis of Brain Regions

The Effects of Peeling on Finite Element Method -based EEG Source Reconstruction

NeuroHeed: Neuro-Steered Speaker Extraction using EEG Signals

K-complex Detection Using Fourier Spectrum Analysis In EEG

Enhancing the EEG Speech Match Mismatch Tasks With Word Boundaries

DreamDiffusion: Generating High-Quality Images from Brain EEG Signals

Relating EEG to continuous speech using deep neural networks: a review

Correlates of Programmer Efficacy and Their Link to Experience: A Combined EEG and Eye-Tracking Study

Relating EEG recordings to speech using envelope tracking and the speech-FFR

Extracting continuous sleep depth from EEG data without machine learning

CutFEM forward modeling for EEG source analysis

EEG-based Image Feature Extraction for Visual Classification using Deep Learning

Seeing your sleep stage: cross-modal distillation from EEG to infrared video

A tool towards EEG semi-autonomous electrode placement