Tag
This paper proves that every finite affine iterate of vector-valued affine refinement operators admits an exact fixed-width ReLU realization with depth O(n) for M>=3, using a residual memory controller and offset frames. The result extends to arbitrary compactly supported continuous piecewise linear forcing terms.