Emotion Recognition for Brain Machine Interface: Non-linear Spectral Analysis of EEG Signals Using Empirical Mode Decomposition.
Tommaso CarellaMatteo De SilvestriMary FinedoreIsaac HaniffPublished in: EMBC (2018)
Keyphrases
- eeg signals
- spectral analysis
- emotion recognition
- empirical mode decomposition
- signal processing
- audio visual
- brain activity
- facial expressions
- brain computer interface
- human computer interaction
- sentiment analysis
- autoregressive
- eeg data
- filter bank
- emotional state
- speech signal
- brain signals
- spectral features
- image processing
- human subjects
- neural network
- independent component analysis
- co occurrence
- high resolution
- image analysis
- multiscale
- computer vision