Towards best practice of interpreting deep learning models for EEG-based brain computer interfaces.
Jian CuiLiqiang YuanZhaoxiang WangRuilin LiTianzi JiangPublished in: Frontiers Comput. Neurosci. (2023)
Keyphrases
- brain computer interface
- learning models
- eeg signals
- motor imagery
- machine learning
- healthy subjects
- learning algorithm
- signal processing
- eeg data
- brain signals
- evoked potentials
- conditional random fields
- learning tasks
- semi supervised learning
- machine learning algorithms
- loss function
- learning problems
- event related potentials
- spinal cord injury
- classification models
- brain activity
- data sets
- pairwise
- probabilistic model
- pattern recognition
- reinforcement learning