脑机接口 / BCI - arXivDaily 专题

2410.20981 2024-11-19 cs.CV cs.AI 78%

EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior

Xin Xiang, Wenhui Zhou, Guojun Dai

专题命中 EEG解码：EEG(title,abstract)

2002.04990 2024-11-19 cs.SD eess.AS 78%

Periodicity Pitch Detection in Complex Harmonies on EEG Timeline Data

Maria Heinze, Lars Hausfeld, Rainer Goebel, Frieder Stolzenburg

专题命中 EEG解码：EEG(title,abstract)

Comments 15 pages, 5 figures, 3 tables, with addendum

2411.09723 2024-11-18 cs.CV cs.AI 78%

Towards Neural Foundation Models for Vision: Aligning EEG, MEG, and fMRI Representations for Decoding, Encoding, and Modality Conversion

Matteo Ferrante, Tommaso Boccato, Grigorii Rashkov, Nicola Toschi

专题命中 EEG解码：EEG(title,abstract)

2401.05187 2024-11-18 eess.AS 78%

Comparison of linear and nonlinear methods for decoding selective attention to speech from ear-EEG recordings

Mike Thornton, Danilo Mandic, Tobias Reichenbach

专题命中 EEG解码：EEG(title,abstract)

1405.0086 2024-10-30 cs.IT math.IT 78%

Medically Relevant Criteria used in EEG Compression for Improved Post-Compression Seizure Detection

Hoda Daou, Fabrice Labeau

专题命中 EEG解码：EEG(title,abstract)

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

1403.2001 2024-10-30 cs.IT math.IT 78%

EEG Compression of Scalp Recordings based on Dipole Fitting

Hoda Daou, Fabrice Labeau

专题命中 EEG解码：EEG(title,abstract)

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

2405.06459 2024-10-29 cs.CL cs.AI 78%

Are EEG-to-Text Models Working?

Hyejeong Jo, Yiqian Yang, Juhyeok Han, Yiqun Duan, Hui Xiong, Won Hee Lee

专题命中 EEG解码：EEG(title,abstract)

2409.14571 2024-09-24 cs.AI 78%

Encoder with the Empirical Mode Decomposition (EMD) to remove muscle artefacts from EEG signal

Ildar Rakhmatulin

专题命中 EEG解码：EEG(title,abstract)

2409.14021 2024-09-24 cs.CV cs.AI 78%

BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance

Ling Wang, Chen Wu, Lin Wang

专题命中 EEG解码：EEG(title,abstract)

2409.12520 2024-09-20 eess.AS cs.SD 78%

Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement

Keying Zuo, Qingtian Xu, Jie Zhang, Zhenhua Ling

专题命中 EEG解码：EEG(title,abstract)

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

1. EEG解码 3903 篇

EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior

Periodicity Pitch Detection in Complex Harmonies on EEG Timeline Data

Towards Neural Foundation Models for Vision: Aligning EEG, MEG, and fMRI Representations for Decoding, Encoding, and Modality Conversion

Comparison of linear and nonlinear methods for decoding selective attention to speech from ear-EEG recordings

Medically Relevant Criteria used in EEG Compression for Improved Post-Compression Seizure Detection

EEG Compression of Scalp Recordings based on Dipole Fitting

Are EEG-to-Text Models Working?

Encoder with the Empirical Mode Decomposition (EMD) to remove muscle artefacts from EEG signal

BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance

Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement

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