Scalp EEG classification using deep Bi-LSTM network for seizure detection.
Xinmei HuShasha YuanFangzhou XuYan LengKejiang YuanQi YuanPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- eeg signals
- eeg data
- epileptic seizures
- event related potentials
- single trial
- signal processing
- motor imagery
- brain computer interface
- spectral features
- support vector machine svm
- automatic detection
- pattern recognition
- brain activity
- detection rate
- independent component analysis
- decision trees
- false alarms
- detection method
- blind source separation
- complex networks
- anomaly detection
- healthy subjects
- classification accuracy
- detection algorithm
- image processing
- sleep stage
- neyman pearson
- training set
- object detection
- classification algorithm
- community structure
- classification method
- machine learning
- network structure