Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Yinzhe, Jewell, Sharon, Xing, Xiaodan, Nan, Yang, Strong, Anthony J., Yang, Guang, Boutelle, Martyn G. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Spreading Depolarization Detection in Electrocorticogram Spectrogram Imaging by Deep Learning: Is It Just About Delta Band?
by: Boyer-Chammard, Jeanne, et al.
Published: (2025)
by: Boyer-Chammard, Jeanne, et al.
Published: (2025)
Handwriting Imagery EEG Classification based on Convolutional Neural Networks
by: Yang, Hao, et al.
Published: (2025)
by: Yang, Hao, et al.
Published: (2025)
EEG-to-Voice Decoding of Spoken and Imagined speech Using Non-Invasive EEG
by: Park, Hanbeot, et al.
Published: (2025)
by: Park, Hanbeot, et al.
Published: (2025)
Self-Supervised Spatial And Zero-Shot Angular Super-Resolution by Spatial-Angular Implicit Representation For Rotating-View SNR-Efficient Diffusion MRI
by: Wu, Yinzhe, et al.
Published: (2026)
by: Wu, Yinzhe, et al.
Published: (2026)
Minimally Invasive Brain Computer Interfaces: Evaluating the Impact of Tissue Layers on Signal Quality of Sub-Scalp EEG
by: Mahoney, Timothy B, et al.
Published: (2025)
by: Mahoney, Timothy B, et al.
Published: (2025)
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification
by: Wang, Jing, et al.
Published: (2025)
by: Wang, Jing, et al.
Published: (2025)
Enhancing EEG Signal Generation through a Hybrid Approach Integrating Reinforcement Learning and Diffusion Models
by: An, Yang, et al.
Published: (2024)
by: An, Yang, et al.
Published: (2024)
Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies
by: Huang, Jiahao, et al.
Published: (2024)
by: Huang, Jiahao, et al.
Published: (2024)
MoE-dqINR: A Unified Mixture-of-Experts Implicit Neural Representation Framework for Scan-Specific Dynamic and Quantitative MRI Reconstruction
by: Wu, Yinzhe, et al.
Published: (2026)
by: Wu, Yinzhe, et al.
Published: (2026)
Explain EEG-based End-to-end Deep Learning Models in the Frequency Domain
by: Wang, Hanqi, et al.
Published: (2024)
by: Wang, Hanqi, et al.
Published: (2024)
Large-Scale GNSS Spreading Code Optimization
by: Yang, Alan, et al.
Published: (2024)
by: Yang, Alan, et al.
Published: (2024)
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification
by: Aung, Htoo Wai, et al.
Published: (2024)
by: Aung, Htoo Wai, et al.
Published: (2024)
A Multi-Modal Non-Invasive Deep Learning Framework for Progressive Prediction of Seizures
by: Saeizadeh, Ali, et al.
Published: (2024)
by: Saeizadeh, Ali, et al.
Published: (2024)
Non-Invasive Glucose Level Monitoring from PPG using a Hybrid CNN-GRU Deep Learning Network
by: Soliman, Abdelrhman Y., et al.
Published: (2024)
by: Soliman, Abdelrhman Y., et al.
Published: (2024)
Collaborative Computing in Non-Terrestrial Networks: A Multi-Time-Scale Deep Reinforcement Learning Approach
by: Cao, Yang, et al.
Published: (2024)
by: Cao, Yang, et al.
Published: (2024)
Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction
by: Georgis-Yap, Zakary, et al.
Published: (2023)
by: Georgis-Yap, Zakary, et al.
Published: (2023)
Explainable Interictal Epileptiform Discharge Detection Method Based on Scalp EEG and Retrieval-Augmented Generation
by: Zhu, Yu, et al.
Published: (2026)
by: Zhu, Yu, et al.
Published: (2026)
EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks
by: Aung, Htoo Wai, et al.
Published: (2024)
by: Aung, Htoo Wai, et al.
Published: (2024)
Spreading Code Optimization for Low-Earth Orbit Satellites via Mixed-Integer Convex Programming
by: Yang, Alan, et al.
Published: (2024)
by: Yang, Alan, et al.
Published: (2024)
Explainable Semantic Communication for Text Tasks
by: Liu, Chuanhong, et al.
Published: (2023)
by: Liu, Chuanhong, et al.
Published: (2023)
DoorINet: Door Heading Prediction through Inertial Deep Learning
by: Zakharchenko, Aleksei, et al.
Published: (2024)
by: Zakharchenko, Aleksei, et al.
Published: (2024)
Non-Invasive Arterial Pulse Detection with Millimeter-wave Radar and Comparison With Photoplethysmography
by: Bahmani, Nima, et al.
Published: (2025)
by: Bahmani, Nima, et al.
Published: (2025)
Non-Invasive Monitoring of Vital Signs in Calves Using Thermal Imaging Technology
by: Sadeghi, Ehsan, et al.
Published: (2024)
by: Sadeghi, Ehsan, et al.
Published: (2024)
EEG Emotion Recognition Through Deep Learning
by: Dolgopolyi, Roman, et al.
Published: (2025)
by: Dolgopolyi, Roman, et al.
Published: (2025)
Data Normalization Strategies for EEG Deep Learning
by: Truong, Dung, et al.
Published: (2025)
by: Truong, Dung, et al.
Published: (2025)
Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals
by: Protani, Andrea, et al.
Published: (2024)
by: Protani, Andrea, et al.
Published: (2024)
Task-Oriented Learning for Automatic EEG Denoising
by: Xiang, Tian-Yu, et al.
Published: (2025)
by: Xiang, Tian-Yu, et al.
Published: (2025)
Groupwise Deformable Registration of Diffusion Tensor Cardiovascular Magnetic Resonance: Disentangling Diffusion Contrast, Respiratory and Cardiac Motions
by: Wang, Fanwen, et al.
Published: (2024)
by: Wang, Fanwen, et al.
Published: (2024)
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding
by: Gedawy, Mostafa El, et al.
Published: (2025)
by: Gedawy, Mostafa El, et al.
Published: (2025)
Towards Automated EEG-Based Epilepsy Detection Using Deep Convolutional Autoencoders
by: Stiehl, Annika, et al.
Published: (2025)
by: Stiehl, Annika, et al.
Published: (2025)
A Complex UNet Approach for Non-Invasive Fetal ECG Extraction Using Single-Channel Dry Textile Electrodes
by: Orvas, Iulia, et al.
Published: (2025)
by: Orvas, Iulia, et al.
Published: (2025)
Non-Stationary Wireless Channel Modeling Approach Based on Extreme Value Theory for Ultra-Reliable Communications
by: Mehrnia, Niloofar, et al.
Published: (2021)
by: Mehrnia, Niloofar, et al.
Published: (2021)
Deep Riemannian Networks for End-to-End EEG Decoding
by: Wilson, Daniel, et al.
Published: (2022)
by: Wilson, Daniel, et al.
Published: (2022)
Enhancing Alzheimer's Detection through Late Fusion of Multi-Modal EEG Features
by: Vinh, Nguyen Thanh, et al.
Published: (2025)
by: Vinh, Nguyen Thanh, et al.
Published: (2025)
Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection
by: Udayantha, Dinuka Sandun, et al.
Published: (2024)
by: Udayantha, Dinuka Sandun, et al.
Published: (2024)
Collaborative Deep Reinforcement Learning for Resource Optimization in Non-Terrestrial Networks
by: Cao, Yang, et al.
Published: (2024)
by: Cao, Yang, et al.
Published: (2024)
Terahertz Communications for Massive Connectivity and Security in 6G and Beyond Era
by: Yang, Nan, et al.
Published: (2022)
by: Yang, Nan, et al.
Published: (2022)
SHAP-AAD: DeepSHAP-Guided Channel Reduction for EEG Auditory Attention Detection
by: Salmi, Rayan, et al.
Published: (2025)
by: Salmi, Rayan, et al.
Published: (2025)
MMOC: Self-Supervised EEG Emotion Recognition Framework with Multi-Model Online Collaboration
by: Wang, Hanqi, et al.
Published: (2025)
by: Wang, Hanqi, et al.
Published: (2025)
Towards Bi-Hemispheric Emotion Mapping through EEG: A Dual-Stream Neural Network Approach
by: Freire-Obregón, David, et al.
Published: (2024)
by: Freire-Obregón, David, et al.
Published: (2024)
Similar Items
-
Spreading Depolarization Detection in Electrocorticogram Spectrogram Imaging by Deep Learning: Is It Just About Delta Band?
by: Boyer-Chammard, Jeanne, et al.
Published: (2025) -
Handwriting Imagery EEG Classification based on Convolutional Neural Networks
by: Yang, Hao, et al.
Published: (2025) -
EEG-to-Voice Decoding of Spoken and Imagined speech Using Non-Invasive EEG
by: Park, Hanbeot, et al.
Published: (2025) -
Self-Supervised Spatial And Zero-Shot Angular Super-Resolution by Spatial-Angular Implicit Representation For Rotating-View SNR-Efficient Diffusion MRI
by: Wu, Yinzhe, et al.
Published: (2026) -
Minimally Invasive Brain Computer Interfaces: Evaluating the Impact of Tissue Layers on Signal Quality of Sub-Scalp EEG
by: Mahoney, Timothy B, et al.
Published: (2025)