Deep learning-based classification for brain-computer interfaces.
John ThomasTomasz MaszczykNishant SinhaTilmann KlugeJustin DauwelsPublished in: SMC (2017)
Keyphrases
- deep learning
- brain computer interface
- eeg signals
- unsupervised learning
- machine learning
- restricted boltzmann machine
- pattern recognition
- eeg data
- motor imagery
- feature vectors
- image classification
- text classification
- supervised learning
- feature space
- feature extraction
- domain specific
- data mining
- higher order
- co occurrence
- mental models
- multi class
- weakly supervised
- decision trees
- healthy subjects
- feature selection
- unsupervised feature learning
- spinal cord injury