Residual and bidirectional LSTM for epileptic seizure detection

Topics

ResBiLSTM · Seizure detection · EEG signal · one-dimensional residual neural network · Bidirectional long short-term memory · Bidirectional long short-term memory · ResNet · local spatial features · temporal dependencies · Bonn EEG dataset · Temple University Hospital dataset (TUSZ) · TUH seizure corpus · Temple University Hospital dataset (TUSZ) · binary classification · ternary classification · Seizure classification · 10-fold cross-validation · F1 score