Lightweight EEG Classification Model Based on EEG-sensor with Few Channels.
Haoyan XuXiaolong XuPublished in: CyberC (2019)
Keyphrases
- lightweight
- eeg signals
- eeg data
- motor imagery
- sleep stage
- brain computer interface
- single trial
- single channel
- multi channel
- classification method
- feature selection
- text classification
- classification accuracy
- feature extraction
- pattern recognition
- brain activity
- feature vectors
- development environments
- handheld devices
- pattern classification
- data driven
- decision trees
- communication infrastructure
- sensor networks
- frequency band
- signal processing
- dos attacks
- sensor data
- healthy subjects
- support vector
- spectral features
- support vector machine svm
- feature set
- machine learning
- active learning
- extracted features
- wireless sensor networks