GACNN SleepTuneNet: a genetic algorithm designing the convolutional neuralnetwork architecture for optimal classification ofsleep stages from a single EEG channel.
Shahnawaz QureshiSeppo KarrilaSirirut VanichayobonPublished in: Turkish J. Electr. Eng. Comput. Sci. (2019)
Keyphrases
- genetic algorithm
- binary decision tree
- classification accuracy
- eeg signals
- automatic classification
- pattern recognition
- decision trees
- classification algorithm
- machine learning
- pattern classification
- dynamic programming
- optimal solution
- support vector
- real time
- feature selection
- multi objective
- support vector machine
- image classification
- evolutionary algorithm
- restricted boltzmann machine
- network architecture
- fuzzy logic
- multistage
- fitness function
- class labels
- support vector machine svm
- training set
- multi channel
- multi class
- brain activity
- eeg data
- text classification
- spectral features
- motor imagery
- sleep stage
- genetic algorithm is employed
- simulated annealing