Table 3 LSTM hyperparameters.

From: Segmentation-enhanced approach for emotion detection from EEG signals using the fuzzy C-mean and SVM

Hyperparameter

Value example

Units

128

Activation

ReLU

Recurrent activation

SoftMax

Optimizer

Adam

Learning rate

0.0001

Batch size

64

Epochs

50