Table 4. Network layer parameter settings (corresponding to CIFAR-10 dataset).

Layer type Convolution kernel size /Pooling domain size Number of kernels Step size Activation function / Pooling method
Input - - - -
Conv1 5×5 32 1 Leaky ReLU
Pool1 2×2 - 2 Max pooling
Conv2 5×5 32 1 ReLU
Pool2 2×2 - 2 Max pooling
Conv3 5×5 64 1 ReLU
Pool3 2×2 - 2 Max pooling
FC - - - -
Output - - - -