Evaluating deep learning EEG-based mental stress classification in adolescents with autism for breathing entrainment BCI.
Avirath SundaresanBrian PenchinaSean CheongVictoria GraceAntoni Valero-CabréAdrien MartelPublished in: Brain Informatics (2021)
Keyphrases
- deep learning
- motor imagery
- brain computer interface
- single trial
- eeg signals
- eeg data
- machine learning
- unsupervised learning
- restricted boltzmann machine
- feature vectors
- signal processing
- pattern recognition
- feature extraction
- event related
- active learning
- spatial filters
- deep architectures
- supervised learning
- brain signals
- healthy subjects
- event related potentials
- evoked potentials
- spinal cord injury
- hand movements
- weakly supervised
- domain specific
- viewpoint
- training set
- feature space
- multiscale