Graph Neural Network-based EEG Classification: A Survey

3 October 2023

Papers citing "Graph Neural Network-based EEG Classification: A Survey"

9 / 9 papers shown

Title
EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network Haili Ye S. Goerttler F. He 34 0 0 15 Dec 2024
A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection Yiye Wang Wenming Zheng Yang Li Hao Yang 39 0 0 08 Oct 2024
Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation Yucheng Wang Peiliang Gong Min-man Wu Felix Ott Xiaoli Li Lihua Xie Zhenghua Chen TTA 40 1 0 29 Sep 2024
A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends Yucheng Wang Min-man Wu Xiaoli Li Lihua Xie Zhenghua Chen AI4TS AI4CE 27 1 0 29 Sep 2024
A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective Chenyu Liu Xinliang Zhou Yihao Wu Yi Ding Liming Zhai Kun Wang Ziyu Jia Yang Liu 34 0 0 12 Aug 2024
Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations Wenbin Zhou Yong Zeng Yiming Xiao 17 0 0 01 Aug 2024
Balancing Spectral, Temporal and Spatial Information for EEG-based Alzheimer's Disease Classification S. Goerttler F. He Min Wu 25 1 0 21 Feb 2024
Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data D. Klepl F. He M. Wu D. Blackburn P. Sarrigiannis 27 22 0 12 Apr 2023
Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review Khansa Rasheed A. Qayyum Junaid Qadir Shobi Sivathamboo P. Kwan L. Kuhlmann T. O'Brien Adeel Razi 22 220 0 04 Feb 2020