Table 2 Parameter settings
From: EEG emotion recognition based on differential entropy feature matrix through 2D-CNN-LSTM network
2D-CNN-LSTM model parameters | Values |
|---|---|
The number of LSTM hidden layer cells | 2 |
The number of 2D-CNN convolution layer | 3 |
Model error threshold e | 0.8 |
Model learning rate γ | 0.0005 |
2D-CNN activation function type | Sigmoid |
LSTM activation function type | Sigmoid |
Cross verification | Tenfold |