Table 2 Neural network parameter setting
From: An intelligent signal processing method against impulsive noise interference in AIoT
Parameter | Setting |
|---|---|
Training dataset | 40000 |
Validation dataset | 20000 |
Test dataset | 20000 |
Network model | Designed model |
Optimizer | SGDM |
Momentum factor | 0.9 |
Initial learning rate | 0.01 |
Learning rate | 0.1 |
Mini-batch | 256 |
Epoch | 20 |