Benchmarking Deep Learning Optimizers for the classification of Event-Related Potentials based Brain-Computer Interface EEG data.
Okba BekhelifiNasr-Eddine BerrachedPublished in: PAIS (2024)
Keyphrases
- eeg signals
- motor imagery
- deep learning
- eeg data
- brain computer interface
- event related potentials
- single trial
- unsupervised learning
- pattern recognition
- event related
- machine learning
- independent component analysis
- mental models
- supervised learning
- brain activity
- active learning
- classification accuracy
- text classification
- image classification
- healthy subjects
- spatial filters
- positive and negative
- signal processing
- training set
- multiscale
- training data
- decision trees
- feature selection