Table 1.

Parameters used for LeNet-300-100 and LeNet-5.

3Network parameters	LeNet-300-100	LeNet-5
Total parameters including weights and bias	266610	44426
Learning rate	0.001	0.001
Weight decay	0.0001	0.0001
Sensitivity value (ρ)	2.3	2.4
Training dataset size (MNIST)	50000	50000
Test dataset size (MNIST)	10000	10000
Training dataset size (CIFAR-10)	50000	50000
Test dataset size (CIFAR-10)	10000	10000