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The Convolutional Layer on a Continuous Function
The convolutional layer is defined in terms of a linear pid, a partial differential equation. This restricts the forms of differential equations that you can put in your newernetwork. And it turns out that for certain choices,. indeed, of layers, we can do computations analytically. So we can actually propagate this function of forms, wi nover cod analytically. That's pretty cool.