Classification of the gaze fixations in the eye-brain-computer interface paradigm with a compact convolutional neural network.
Bogdan L. KozyrskiyAnastasia O. OvchinnikovaAlena D. MoskalenkoBoris M. VelichkovskySergei L. ShishkinPublished in: BICA (2018)
Keyphrases
- computer screen
- convolutional neural network
- brain computer interface
- eye tracking
- eye movements
- eye tracker
- single trial
- motor imagery
- hand movements
- eeg signals
- eeg data
- classification accuracy
- gaze estimation
- face detection
- eye gaze
- visual attention
- visual search
- eye tracking data
- pattern recognition
- healthy subjects
- feature extraction
- gaze direction
- event related
- eye movement data
- training set
- machine learning
- pattern classification
- active learning
- head movements
- blind source separation
- brain activity
- training data
- hand gestures
- object recognition
- signal processing
- spatial filters
- feature vectors
- eye typing
- feature space
- feature selection