Feature extraction with deep belief networks for driver's cognitive states prediction from EEG data.
Mehdi HajinorooziTzyy-Ping JungChin-Teng LinYufei HuangPublished in: ChinaSIP (2015)
Keyphrases
- brain activity
- feature extraction
- cognitive states
- visuo motor
- eeg data
- deep belief networks
- brain computer interface
- human subjects
- human brain
- pattern recognition
- eeg signals
- deep learning
- cognitive processes
- feature vectors
- image classification
- unsupervised learning
- pattern classification
- independent component analysis
- hidden markov models
- image processing
- feature selection
- extracted features
- generative model
- mental states
- image retrieval
- functional magnetic resonance imaging
- high dimensional
- feature space
- face recognition
- restricted boltzmann machine
- image segmentation