Tiny Classifier Circuits: Evolving Accelerators for Tabular Data

no code implementations • 28 Feb 2023 • Konstantinos Iordanou, Timothy Atkinson, Emre Ozer, Jedrzej Kufel, John Biggs, Gavin Brown, Mikel Lujan

This paper proposes a methodology for automatically generating predictor circuits for classification of tabular data with comparable prediction performance to conventional ML techniques while using substantially fewer hardware resources and power.

Edge-computing