Convolution, Exactly
A lightweight execution-visualization book.
Exact Filters
What a Convolution Is
Zero Padding
One Output Cell
Shared Filter, Same Weights
Stride Moves the Window
The Feature Map
Channels Add Before ReLU
Filter ReLU Pool Keeps the Signal Visible
ReLU on the Feature Map
Max-Pooling, Exactly
What a Convnet Is and Is Not