EEG Convolutional Sparse Transformer for Epilepsy Detection and Related Drug Classification.
Zhengda HeLinjie ChenHao LvRui-ning ZhouJiaying XuYadong ChenJianhua HuYang GaoPublished in: ICIC (3) (2023)
Keyphrases
- eeg signals
- epileptic seizures
- eeg data
- dictionary learning
- sparse coding
- support vector
- classification accuracy
- signal processing
- decision trees
- pattern recognition
- event related potentials
- detection algorithm
- machine learning
- healthy subjects
- feature set
- automatic detection
- false positives
- motor imagery
- pattern classification
- support vector machine svm
- sparse representation
- image classification
- supervised learning
- high dimensional
- feature selection
- detection method
- unsupervised learning
- natural images
- text classification
- extracted features
- brain computer interface
- object detection
- fuzzy logic
- restricted boltzmann machine
- multi class
- training set
- sleep stage