Convolutional neural network with autoencoder-assisted multiclass labelling for seizure detection based on scalp electroencephalography.
Hirokazu TakahashiAli EmamiTakashi ShinozakiNaoto KuniiTakeshi MatsuoKensuke KawaiPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- multi class
- convolutional neural network
- eeg signals
- object detection
- eeg data
- face detection
- multiclass classification
- detection method
- multiple classes
- binary classification
- multiclass problems
- multi class classification
- epileptic seizures
- detection algorithm
- cost sensitive
- cost sensitive classification
- multiclass support vector machines
- support vector machine
- feature selection
- pairwise
- perceptron algorithm
- image processing
- multi class classifier
- brain computer interface
- binary classification problems
- brain activity
- boosting algorithms
- error correcting output codes
- decision trees
- multiclass learning
- multinomial logistic regression
- machine learning