Computation Graph of a Simple Convolutional Network

This diagram illustrates the computation graph of a simple convolutional network. The network takes as input three pixels in a row. It has one filter layer for a 2×1 filter with a single output that is convolved over the input. The output from the filter is then max-pooled.