Solved by ayalaa2 in post #6 
              
              
                To clarify, the convolution operation in general can be used to reduce dimensionality. But since we want to assure that the new representation contains the information we need, its useful to discuss the ways we can stride over the data. 
Here’s an example I made to show the two methods I’ve mentione…