A 2D CNN-LSTM hybrid algorithm using time series segments of EEG data for motor imagery classification.
Jialing WangShiwei ChengJieming TianYuefan GaoPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- motor imagery
- eeg data
- hybrid algorithm
- brain computer interface
- eeg signals
- particle swarm optimization
- independent component analysis
- simulated annealing
- blind source separation
- non stationary
- tabu search
- optimal solution
- feature extraction
- single trial
- feature selection
- healthy subjects
- brain activity
- recurrent neural networks
- cluster analysis
- evolutionary algorithm
- pattern recognition
- neural network
- imperialist competitive algorithm