Differentiable Weightless Neural Networks

Alan T. L. Bacellar, Zachary Susskind, Mauricio Breternitz +4

We introduce the Differentiable Weightless Neural Network (DWN), a model based on interconnected lookup tables. Training of DWNs is enabled by a novel Extended Finite Difference te…