Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos.
Sander KoelstraAshkan YazdaniMohammad SoleymaniChristian MühlJong-Seok LeeAnton NijholtThierry PunTouradj EbrahimiIoannis PatrasPublished in: Brain Informatics (2010)
Keyphrases
- physiological signals
- single trial
- spatial filters
- brain computer interface
- active learning
- eeg data
- pattern recognition
- hand movements
- emotion recognition
- feature extraction
- daily life
- event related
- healthy subjects
- human activities
- heart rate
- emotional state
- eeg signals
- hand gestures
- human subjects
- video sequences
- machine learning
- health monitoring
- activity recognition
- image classification
- text classification
- feature vectors
- gesture recognition
- affective states
- software engineering
- natural language descriptions
- feature space
- image sequences