Image de couverture de livre

Sample-level EEG-based Selective Auditory Attention Decoding with Markov Switching Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander
Format:	Preprint
Publié:	2026
Sujets:	Signal Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding
par: Yao, Yuanyuan, et autres
Publié: (2025)

Eccentricity Confound in EEG-based Visual Attention Decoding from Gaze-Fixated Neural Tracking of Motion in Natural Videos
par: Yao, Yuanyuan, et autres
Publié: (2026)

EEG-based Decoding of Selective Visual Attention in Superimposed Videos
par: Yao, Yuanyuan, et autres
Publié: (2024)

Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech
par: Geirnaert, Simon, et autres
Publié: (2025)

A Direct Comparison of Simultaneously Recorded Scalp, Around-Ear, and In-Ear EEG for Neural Selective Auditory Attention Decoding to Speech
par: Geirnaert, Simon, et autres
Publié: (2025)

Post-processing of EEG-based Auditory Attention Decoding Decisions via Hidden Markov Models
par: Heintz, Nicolas, et autres
Publié: (2025)

Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli
par: Geirnaert, Simon, et autres
Publié: (2024)

AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding
par: Nguyen, Nhan Duc Thanh, et autres
Publié: (2024)

Auditory Attention Decoding from Ear-EEG Signals: A Dataset with Dynamic Attention Switching and Rigorous Cross-Validation
par: Zhang, Yuanming, et autres
Publié: (2025)

Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset
par: Geirnaert, Simon, et autres
Publié: (2024)

Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment
par: Zhu, Haolin, et autres
Publié: (2024)

TAnet: A New Temporal Attention Network for EEG-based Auditory Spatial Attention Decoding with a Short Decision Window
par: Ding, Yuting, et autres
Publié: (2024)

Auditory Attention Decoding without Spatial Information: A Diotic EEG Study
par: Yoshino, Masahiro, et autres
Publié: (2026)

Scattering Transform for Auditory Attention Decoding
par: Pallenberg, René, et autres
Publié: (2026)

SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding
par: Zhang, Ziyang, et autres
Publié: (2024)

SHAP-AAD: DeepSHAP-Guided Channel Reduction for EEG Auditory Attention Detection
par: Salmi, Rayan, et autres
Publié: (2025)

Decoding Selective Auditory Attention to Musical Elements in Ecologically Valid Music Listening
par: Akama, Taketo, et autres
Publié: (2025)

Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis
par: Heintz, Nicolas, et autres
Publié: (2025)

Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
par: Liao, Yuan, et autres
Publié: (2025)

HFMCA: Orthonormal Feature Learning for EEG-based Brain Decoding
par: Wang, Yinghao, et autres
Publié: (2026)

Hidden Markov Model Decoding for LDPC Codes
par: Olivier, Jan C, et autres
Publié: (2025)

Neural Tracking of Sustained Attention, Attention Switching, and Natural Conversation in Audiovisual Environments using Mobile EEG
par: Wilroth, Johanna, et autres
Publié: (2026)

Single-word Auditory Attention Decoding Using Deep Learning Model
par: Nguyen, Nhan Duc Thanh, et autres
Publié: (2024)

Earable Platform with Integrated Simultaneous EEG Sensing and Auditory Stimulation
par: Lee, Min Suk, et autres
Publié: (2026)

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs
par: Hajhassani, Davoud, et autres
Publié: (2026)

Deep Riemannian Networks for End-to-End EEG Decoding
par: Wilson, Daniel, et autres
Publié: (2022)

EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding
par: Fu, Xi, et autres
Publié: (2025)

ChineseEEG-2: An EEG Dataset for Multimodal Semantic Alignment and Neural Decoding during Reading and Listening
par: Chen, Sitong, et autres
Publié: (2025)

Feature Selection via Dynamic Graph-based Attention Block in MI-based EEG Signals
par: Han, Hyeon-Taek, et autres
Publié: (2024)

EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding
par: Aristimunha, Bruno, et autres
Publié: (2025)

A Pre-trained EEG-to-MEG Generative Framework for Enhancing BCI Decoding
par: Li, Zhuo, et autres
Publié: (2026)

Informed Bootstrap Augmentation Improves EEG Decoding
par: Jeong, Woojae, et autres
Publié: (2025)

EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network
par: Ye, Haili, et autres
Publié: (2024)

Decoding Human Attentive States from Spatial-temporal EEG Patches Using Transformers
par: Ding, Yi, et autres
Publié: (2025)

Distributed Adaptive Spatial Filtering with Inexact Local Solvers
par: Hovine, Charles, et autres
Publié: (2024)

A Distributed Adaptive Algorithm for Non-Smooth Spatial Filtering Problems in Wireless Sensor Networks
par: Hovine, Charles, et autres
Publié: (2024)

Exploring Deep Learning Models for EEG Neural Decoding
par: Dixen, Laurits, et autres
Publié: (2025)

Effective Connectivity-Based Unsupervised Channel Selection Method for EEG
par: Abdollahpour, Neda, et autres
Publié: (2025)

EEG-to-Voice Decoding of Spoken and Imagined speech Using Non-Invasive EEG
par: Park, Hanbeot, et autres
Publié: (2025)

GCMCG: A Clustering-Aware Graph Attention and Expert Fusion Network for Multi-Paradigm, Multi-task, and Cross-Subject EEG Decoding
par: Chen, Yiqiao, et autres
Publié: (2025)