Approximate Computing for Safety-Critical Applications

Abstract

This work presents an overview of approximate computing and how it can be applied to safety-critical systems. Approximation has emerged as a strategy to provide execution performance and save computational resources at the cost of precision reduction. When applied to safety-critical applications, it can also improve their robustness, but it conflicts with their requirements (such as high precision and predictability). We discuss those issues and possibilities and how to handle them.