GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural Network.
Kaiyuan ZhangZiyi YeQingyao AiXiaohui XieYiqun LiuPublished in: CoRR (2023)
Keyphrases
- eeg signals
- eeg data
- neural network
- pattern recognition
- learning vector quantization
- motor imagery
- classification accuracy
- brain computer interface
- machine learning
- image classification
- feature vectors
- feature extraction
- graph representation
- supervised learning
- decision trees
- feature selection
- classification scheme
- structured data
- pattern classification
- brain activity
- sleep stage
- training process
- independent component analysis
- random walk
- text classification
- signal processing
- support vector machine
- support vector
- image processing
- neural network model
- directed graph
- classification models
- graph structure
- classification method
- multi class
- artificial neural networks
- genetic algorithm