Abstract:
Edge vision systems that integrate image sensing and neural-network inference on a single chip are constrained by inter-layer analog-to-digital converters (ADCs) and on-chip weight storage density, which together limit system efficiency and network scale. This article presents a fully analog vision system-on-chip (SoC) with 2-Mbit multi-level-cell (MLC) resistive random access …