Depth matters: expressivity in DNNs goes thru a phase transition with depth. https://arxiv.org/pdf/1606.05340v2.pdf … (warning: contains Riemannian geometry)
if you define a measure of expressivity as a scalar (or vector), then sure.
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if you define a measure of expressivity as a scalar (or vector), then sure.