One-Dimensional Convolutional Neural Networks Combined with Channel Selection Strategy for Seizure Prediction Using Long-Term Intracranial EEG.
Xiaoshuang WangGuanghui ZhangYing WangLin YangZhanhua LiangFengyu CongPublished in: Int. J. Neural Syst. (2022)
Keyphrases
- selection strategy
- long term
- convolutional neural networks
- epileptic seizures
- eeg signals
- selection strategies
- prediction accuracy
- short term
- brain activity
- genetic algorithm
- selection algorithm
- eeg data
- single channel
- signal processing
- multi channel
- fitness function
- clonal selection algorithm
- convolutional network
- brain computer interface
- image processing
- replica selection
- genetic algorithm ga
- genetic programming
- sample selection
- machine learning
- cauchy mutation