Synthesizing Compact Hardware for Accelerating Inference from Physical Signals in Sensors

Vasileios Tsoutsouras, Max Vigdorchik, Phillip Stanley-Marbell

We present dimensional circuit synthesis, a new method for generating digital logic circuits that improve the efficiency of training and inference of machine learning models from s…