A Sequential Graph Convolutional Network with Frequency-domain Complex Network of EEG Signals for Epilepsy Detection.
Jialin WangShen LiangDake HeYe WangYingpei WuYanchun ZhangPublished in: BIBM (2020)
Keyphrases
- frequency domain
- eeg signals
- complex networks
- frequency analysis
- graph theory
- spatial domain
- epileptic seizures
- maximal cliques
- clustering coefficient
- small world
- degree distribution
- community discovery
- brain computer interface
- convolutional network
- social networks
- signal processing
- detection method
- feature extraction
- network structure
- social network analysis
- denoising
- convolutional neural networks
- brain activity
- healthy subjects
- community structure
- eeg data
- subband
- extracted features
- pattern recognition
- training data
- image registration
- feature points
- machine learning