Xien Gao

Automatic Detection of Epileptic EEG Signals Based on Channel Attention and Bidirectional Temporal Modeling

A pyramid-type one-dimensional convolutional neural network model (SE-P1D-LSTM) that integrates a channel attention mechanism and a Bidirectional Long Short-Term Memory (BiLSTM) network can effectively extract the discriminative characteristics of epilepsy EEG signals, and has good classification performance and applic...