Theory and Implementation of Process and Temperature Scalable Shape-based CMOS Analog Circuits. (arXiv:2205.05664v1 [cs.AR])

Analog computing is attractive to its digital counterparts due to its
potential for achieving high compute density and energy efficiency. However,
the device-to-device variability and challenges in porting existing designs to
advance process nodes have posed a major hindrance in harnessing the full
potential of analog computations for Machine Learning (ML) applications. This
work proposes a novel analog computing framework for designing an analog ML
processor similar to that of a digital design - where the designs can be scaled …

analog ar arxiv cmos implementation process scalable theory