Wireless Brain-Computer Interface for Wheelchair Control by Using Fast Machine Learning and Real-Time Hyper-Dimensional Classification.
Valerio F. AnneseGiovanni MezzinaDaniela De VenutoPublished in: ICWE Workshops (2017)
Keyphrases
- brain computer interface
- machine learning
- eeg signals
- real time
- motor imagery
- control system
- brain signals
- pattern recognition
- single trial
- machine learning methods
- eeg data
- support vector machine
- motor learning
- computer screen
- signal processing
- feature selection
- decision trees
- machine learning algorithms
- active learning
- event related
- text classification
- feature extraction
- healthy subjects
- pattern classification
- feature vectors
- wireless networks
- event related potentials
- classification accuracy
- hidden markov models
- evoked potentials
- computer vision
- learning algorithm
- medical images
- wireless communication
- semi autonomous