Mean amplitude spectrum based epileptic state classification for seizure prediction using convolutional neural networks.
Wenbin HuJiuwen CaoXiaoping LaiJunbiao LiuPublished in: J. Ambient Intell. Humaniz. Comput. (2023)
Keyphrases
- eeg signals
- convolutional neural networks
- epileptic seizures
- pattern recognition
- eeg data
- prediction accuracy
- classification accuracy
- classification scheme
- text classification
- support vector
- feature selection
- brain computer interface
- automatic classification
- classification models
- prediction model
- supervised learning
- feature vectors
- artificial neural networks
- feature space
- machine learning
- support vector machine svm
- classification method
- signal processing
- multiresolution
- brain activity
- feature extraction
- decision trees
- neural networks and support vector machines