Neural Networks as Paths through the Space of Representations

Richard D. Lange, Devin Kwok, Jordan Matelsky +3

Deep neural networks implement a sequence of layer-by-layer operations that are each relatively easy to understand, but the resulting overall computation is generally difficult to…