Temporal-Spatial Prediction: Pre-Training on Diverse Datasets for EEG Classification.
Ziyi LiLi-Ming ZhaoWei-Long ZhengBao-Liang LuPublished in: ICASSP (2024)
Keyphrases
- spatial and temporal
- training dataset
- training set
- spatio temporal data
- uci repository
- benchmark datasets
- training phase
- spatio temporal
- supervised learning
- training process
- single trial
- eeg signals
- uci machine learning repository
- training samples
- temporal dimension
- multi layer perceptron
- pattern classification
- linear svm
- pattern recognition
- classification accuracy
- image classification
- machine learning
- decision trees
- temporal correlation
- spatial data
- prediction accuracy
- temporal resolution
- data sets
- class labels
- training data
- neural networks and support vector machines
- space time
- feature extraction
- feature selection
- restricted boltzmann machine
- support vector
- motor imagery
- temporal aspects
- spatial features
- radial basis function network
- brain computer interface
- temporal data
- classification method
- spatial information
- training examples
- support vector machine
- active learning
- sufficient training data
- spatial filters
- spinal cord injury
- associative classifiers
- spatial relationships
- temporal information
- classification algorithm
- feature vectors