Graph Attention Network with Focal Loss for Seizure Detection on Electroencephalography Signals.
Yanna ZhaoGaobo ZhangChangxu DongQi YuanFangzhou XuYuanjie ZhengPublished in: Int. J. Neural Syst. (2021)
Keyphrases
- eeg signals
- eeg data
- brain activity
- signal detection
- epileptic seizures
- signal processing
- network structure
- object detection
- network model
- link prediction
- random walk
- communication networks
- detection algorithm
- graphical representation
- false positives
- bipartite graph
- spanning tree
- detection method
- graph theoretic
- small world
- random graphs
- fully connected
- peer to peer
- strongly connected
- finding the shortest path
- wireless sensor networks
- bandwidth requirements
- directed graph
- weak signal
- low signal to noise ratio
- network size
- path length
- blind source separation
- false alarms
- network traffic