A Comprehensive Machine-Learning-Based Software Pipeline to Classify EEG Signals: A Case Study on PNES vs. Control Subjects.
Giuseppe VaroneSara GaspariniEdoardo FerlazzoMichele AscoliGiovanbattista Gaspare TripodiChiara ZuccoBarbara CalabreseMario CannataroUmberto AgugliaPublished in: Sensors (2020)
Keyphrases
- brain signals
- eeg signals
- machine learning
- motor imagery
- brain computer interface
- eeg data
- software systems
- machine learning methods
- pattern recognition
- machine learning algorithms
- signal processing
- source code
- control system
- data mining
- linear discriminant classifier
- software development
- human subjects
- data analysis
- speech recognition
- support vector machine
- similarity measure
- case study
- computer vision