Design Space Exploration of Approximate Computing Techniques with a Reinforcement Learning Approach

no code implementations • 29 Dec 2023 • Sepide Saeedi, Alessandro Savino, Stefano Di Carlo

Approximate Computing (AxC) techniques have become increasingly popular in trading off accuracy for performance gains in various applications.

reinforcement-learning Reinforcement Learning (RL)

Fast Exploration of the Impact of Precision Reduction on Spiking Neural Networks

no code implementations • 22 Nov 2022 • Sepide Saeedi, Alessio Carpegna, Alessandro Savino, Stefano Di Carlo

Approximate Computing (AxC) techniques trade off the computation accuracy for performance, energy, and area reduction gains.