Hidden-layer visible deep stacking network optimized by PSO for motor imagery EEG recognition.
Xianlun TangNa ZhangJialin ZhouQing LiuPublished in: Neurocomputing (2017)
Keyphrases
- motor imagery
- hidden layer
- brain computer interface
- output layer
- hidden nodes
- number of hidden layers
- back propagation
- feed forward
- eeg signals
- hidden units
- activation function
- neural network
- particle swarm optimization
- single layer
- multilayer perceptron
- number of hidden units
- learning rate
- particle swarm optimization pso
- radial basis function
- eeg data
- feedforward neural networks
- artificial neural networks
- neural nets
- bp neural network
- recurrent neural networks
- feed forward neural networks
- pattern recognition
- latent variables
- multi objective
- healthy subjects
- signal processing
- spinal cord injury
- pso algorithm
- brain activity
- input output
- optimization algorithm
- feature extraction