Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference

Michele Covell, David Marwood, Shumeet Baluja +1

In this work, we propose to quantize all parts of standard classification networks and replace the activation-weight--multiply step with a simple table-based lookup. This approach…