Receptive Field Growth Through Stacked Convolutional Layers

Receptive Fields: Why 3x3 conv layer is the best?

The theoretical principle governing convolutional neural network architecture optimization asserts that stacking multiple smaller kernels (e.g., $3\times3$) is mathematically equivalent to a single l…