Low-Overhead Implementation of Binarized Neural Networks Employing Robust 2T2R Resistive RAM Bridges

The energy consumption associated with data movement between memory and processing units is the main roadblock for the massive deployment of edge Artificial Intelligence. To overcome this challenge, Binarized Neural Networks (BNN) coupled with RRAM-based in- or near-memory computing constitute an appealing solution. However, proposals from the literature tend to involve significant periphery circu...