Leveraging Residue Number System for Designing High-Precision Analog Deep Neural Network Accelerators

Cansu Demirkiran, Rashmi Agrawal, Vijay Janapa Reddi +2

Achieving high accuracy, while maintaining good energy efficiency, in analog DNN accelerators is challenging as high-precision data converters are expensive. In this paper, we over…