Regularization of Deep Neural Networks for EEG Seizure Detection to Mitigate Overfitting.
Mohammed SaqibYuanda ZhuMay D. WangBrett K. Beaulieu-JonesPublished in: COMPSAC (2020)
Keyphrases
- epileptic seizures
- neural network
- eeg signals
- brain activity
- detection algorithm
- automatic detection
- event related potentials
- pattern recognition
- detection rate
- detection method
- eeg data
- false alarms
- object detection
- detection accuracy
- healthy subjects
- associative memory
- regularization parameter
- fuzzy systems
- generalization error
- multi layer
- neural nets
- neural network model
- cross validation
- face detection
- face recognition
- decision trees
- learning algorithm
- genetic algorithm