Optimizing epileptic seizure recognition performance with feature scaling and dropout layers - Omar, Ahmed; Abd El-Hafeez, Tarek (Neural computing & applications, 2024)
Keywords: Accuracy; Artificial Intelligence; Artificial neural networks; Computational Biology/Bioinformatics; Computational Science and Engineering; Computer Science; Convulsions & seizures; Data Mining and Knowledge Discovery; Deep learning; Electroencephalography; Epilepsy; Feature selection; Image Processing and Computer Vision; Machine learning; Neurological diseases; Optimization; Original Article; Principal components analysis; Probability and Statistics in Computer Science; Scaling; Seizures; Conv1D; LSTM; Epileptic seizure recognition; Feature scaling; EEG; Chi-square feature selection; GRU; BiLSTM; PCA