Representable Matrices: Enabling High Accuracy Analog Computation for Inference of DNNs using Memristors

Baogang Zhang, Necati Uysal, Deliang Fan +1

Analog computing based on memristor technology is a promising solution to accelerating the inference phase of deep neural networks (DNNs). A fundamental problem is to map an arbitr…