Biaxialformer: Leveraging Channel Independence and Inter-Channel Correlations in EEG Signal Decoding for Predicting Neurological Outcomes
Fuente:
arXiv
Guardado en:
| Autores principales: | Nesaragi, Naimahmed, Qadir, Hemin Ali, Halvorsen, Per Steiner, Balasingham, Ilangko |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Deep Learning for Improved Polyp Detection from Synthetic Narrow-Band Imaging
por: Haugland, Mathias Ramm, et al.
Publicado: (2024)
por: Haugland, Mathias Ramm, et al.
Publicado: (2024)
Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals
por: Protani, Andrea, et al.
Publicado: (2024)
por: Protani, Andrea, et al.
Publicado: (2024)
A Spatio-Temporal Feature Fusion EEG Virtual Channel Signal Generation Network and Its Application in Anxiety Assessment
por: Yuan, Shangqing, et al.
Publicado: (2025)
por: Yuan, Shangqing, et al.
Publicado: (2025)
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization
por: Esfahani, M. Moein, et al.
Publicado: (2024)
por: Esfahani, M. Moein, et al.
Publicado: (2024)
PaperNet: Efficient Temporal Convolutions and Channel Residual Attention for EEG Epilepsy Detection
por: Sajid, Md Shahriar, et al.
Publicado: (2025)
por: Sajid, Md Shahriar, et al.
Publicado: (2025)
Tokenizing Single-Channel EEG with Time-Frequency Motif Learning
por: Pradeepkumar, Jathurshan, et al.
Publicado: (2025)
por: Pradeepkumar, Jathurshan, et al.
Publicado: (2025)
EEG-based Epileptic Prediction via a Two-stage Channel-aware Set Transformer Network
por: Zheng, Ruifeng, et al.
Publicado: (2025)
por: Zheng, Ruifeng, et al.
Publicado: (2025)
Cross-Channel Unlabeled Sensing over a Union of Signal Subspaces
por: Koka, Taulant, et al.
Publicado: (2025)
por: Koka, Taulant, et al.
Publicado: (2025)
A Patient-Independent Neonatal Seizure Prediction Model Using Reduced Montage EEG and ECG
por: Ranasingha, Sithmini, et al.
Publicado: (2025)
por: Ranasingha, Sithmini, et al.
Publicado: (2025)
Channel Selected Stratified Nested Cross Validation for Clinically Relevant EEG Based Parkinsons Disease Detection
por: Rasmussen, Nicholas R., et al.
Publicado: (2025)
por: Rasmussen, Nicholas R., et al.
Publicado: (2025)
DIVER-0 : A Fully Channel Equivariant EEG Foundation Model
por: Han, Danny Dongyeop, et al.
Publicado: (2025)
por: Han, Danny Dongyeop, et al.
Publicado: (2025)
EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding
por: Aristimunha, Bruno, et al.
Publicado: (2025)
por: Aristimunha, Bruno, et al.
Publicado: (2025)
Informed Bootstrap Augmentation Improves EEG Decoding
por: Jeong, Woojae, et al.
Publicado: (2025)
por: Jeong, Woojae, et al.
Publicado: (2025)
A Combined Channel Approach for Decoding Intracranial EEG Signals: Enhancing Accuracy through Spatial Information Integration
por: Memar, Maryam Ostadsharif, et al.
Publicado: (2024)
por: Memar, Maryam Ostadsharif, et al.
Publicado: (2024)
How Homogenizing the Channel-wise Magnitude Can Enhance EEG Classification Model?
por: Ngo, Huyen, et al.
Publicado: (2024)
por: Ngo, Huyen, et al.
Publicado: (2024)
Approximating the Hotelling Observer with Autoencoder-Learned Efficient Channels for Binary Signal Detection Tasks
por: Granstedt, Jason L., et al.
Publicado: (2020)
por: Granstedt, Jason L., et al.
Publicado: (2020)
Combining Residual U-Net and Data Augmentation for Dense Temporal Segmentation of Spike Wave Discharges in Single-Channel EEG
por: Sengupta, Saurav, et al.
Publicado: (2026)
por: Sengupta, Saurav, et al.
Publicado: (2026)
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding
por: Gedawy, Mostafa El, et al.
Publicado: (2025)
por: Gedawy, Mostafa El, et al.
Publicado: (2025)
Deep Riemannian Networks for End-to-End EEG Decoding
por: Wilson, Daniel, et al.
Publicado: (2022)
por: Wilson, Daniel, et al.
Publicado: (2022)
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding
por: Fu, Xi, et al.
Publicado: (2025)
por: Fu, Xi, et al.
Publicado: (2025)
Machine Learning-Based Channel Prediction for RIS-assisted MIMO Systems With Channel Aging
por: Ginige, Nipuni, et al.
Publicado: (2024)
por: Ginige, Nipuni, et al.
Publicado: (2024)
Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification
por: Sartipi, Shadi, et al.
Publicado: (2024)
por: Sartipi, Shadi, et al.
Publicado: (2024)
EEG-to-Voice Decoding of Spoken and Imagined speech Using Non-Invasive EEG
por: Park, Hanbeot, et al.
Publicado: (2025)
por: Park, Hanbeot, et al.
Publicado: (2025)
Online ML-based Joint Channel Estimation and MIMO Decoding for Dynamic Channels
por: Teixeira, Luiz Fernando Moreira, et al.
Publicado: (2024)
por: Teixeira, Luiz Fernando Moreira, et al.
Publicado: (2024)
EEG-to-Gait Decoding via Phase-Aware Representation Learning
por: Fu, Xi, et al.
Publicado: (2025)
por: Fu, Xi, et al.
Publicado: (2025)
Learning Exemplar Representations in Single-Trial EEG Category Decoding
por: Kilgallen, Jack, et al.
Publicado: (2024)
por: Kilgallen, Jack, et al.
Publicado: (2024)
Joint Channel and CFO Estimation From Beam-Swept Synchronization Signal Under Strong Inter-Cell Interference
por: Li, Bowen, et al.
Publicado: (2025)
por: Li, Bowen, et al.
Publicado: (2025)
Beyond Single-Channel: Multichannel Signal Imaging for PPG-to-ECG Reconstruction with Vision Transformers
por: Li, Xiaoyan, et al.
Publicado: (2025)
por: Li, Xiaoyan, et al.
Publicado: (2025)
Downlink Channel Covariance Matrix Estimation via Representation Learning with Graph Regularization
por: Zerin, Melih Can, et al.
Publicado: (2024)
por: Zerin, Melih Can, et al.
Publicado: (2024)
Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG
por: Zhang, Chao, et al.
Publicado: (2024)
por: Zhang, Chao, et al.
Publicado: (2024)
Contrastive Learning for Sleep Staging based on Inter Subject Correlation
por: Zhang, Tongxu, et al.
Publicado: (2023)
por: Zhang, Tongxu, et al.
Publicado: (2023)
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems
por: Ju, Haocheng, et al.
Publicado: (2023)
por: Ju, Haocheng, et al.
Publicado: (2023)
Decoding Fatigue Levels of Pilots Using EEG Signals with Hybrid Deep Neural Networks
por: Lee, Dae-Hyeok, et al.
Publicado: (2024)
por: Lee, Dae-Hyeok, et al.
Publicado: (2024)
Channel-Aware Vector Quantization for Robust Semantic Communication on Discrete Channels
por: Meng, Zian, et al.
Publicado: (2025)
por: Meng, Zian, et al.
Publicado: (2025)
Online Meta-Learning Channel Autoencoder for Dynamic End-to-end Physical Layer Optimization
por: Owfi, Ali, et al.
Publicado: (2025)
por: Owfi, Ali, et al.
Publicado: (2025)
Effective Connectivity-Based Unsupervised Channel Selection Method for EEG
por: Abdollahpour, Neda, et al.
Publicado: (2025)
por: Abdollahpour, Neda, et al.
Publicado: (2025)
NeuroSleep: Neuromorphic Event-Driven Single-Channel EEG Sleep Staging for Edge-Efficient Sensing
por: Li, Boyu, et al.
Publicado: (2026)
por: Li, Boyu, et al.
Publicado: (2026)
Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces
por: Wang, Ziwei, et al.
Publicado: (2024)
por: Wang, Ziwei, et al.
Publicado: (2024)
RISE-iEEG: Robust to Inter-Subject Electrodes Implantation Variability iEEG Classifier
por: Memar, Maryam Ostadsharif, et al.
Publicado: (2024)
por: Memar, Maryam Ostadsharif, et al.
Publicado: (2024)
Masked Symbol Modeling for Demodulation of Oversampled Baseband Communication Signals in Impulsive Noise-Dominated Channels
por: Bedir, Oguz, et al.
Publicado: (2025)
por: Bedir, Oguz, et al.
Publicado: (2025)
Ejemplares similares
-
Deep Learning for Improved Polyp Detection from Synthetic Narrow-Band Imaging
por: Haugland, Mathias Ramm, et al.
Publicado: (2024) -
Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals
por: Protani, Andrea, et al.
Publicado: (2024) -
A Spatio-Temporal Feature Fusion EEG Virtual Channel Signal Generation Network and Its Application in Anxiety Assessment
por: Yuan, Shangqing, et al.
Publicado: (2025) -
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization
por: Esfahani, M. Moein, et al.
Publicado: (2024) -
PaperNet: Efficient Temporal Convolutions and Channel Residual Attention for EEG Epilepsy Detection
por: Sajid, Md Shahriar, et al.
Publicado: (2025)