SS-SWT and SI-CNN: An Atrial Fibrillation Detection Framework for Time-Frequency ECG Signal

Table 3

Optimal CNN parameter set for AF detection.

The CNN optimization parameter	Value
Batch size	128
Epochs	50
Optimizer	Adam
	0.9
	0.99
Initial learning rate	0.001
Dropout	0.25