LDAX A Learning-based Fast Design Space Exploration Framework for Approximate Circuit Synthesis
M Awais, H Ghasemzadeh Mohammadi… - Proceedings of the 2021 …, 2021 - dl.acm.org
The majority of existing frameworks for automated synthesis of Approximate Circuits (AxCs)
employ a search-based Design Space Exploration (DSE) approach. This includes an …
employ a search-based Design Space Exploration (DSE) approach. This includes an …
DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing
M Awais, HG Mohammadi… - 2024 IEEE Computer …, 2024 - ieeexplore.ieee.org
Approximate hardware designs are largely acquired via automated frameworks, most of
which rely on iterative search to find feasible approximate instances in the design space …
which rely on iterative search to find feasible approximate instances in the design space …
MCTS-based synthesis towards efficient approximate accelerators
M Awais, M Platzner - 2021 IEEE Computer Society Annual …, 2021 - ieeexplore.ieee.org
Approximate computing (AC) has acquired significant maturity in recent years as a
promising approach to obtain energy and area-efficient hardware. Automated approximate …
promising approach to obtain energy and area-efficient hardware. Automated approximate …
[PDF][PDF] Frameworks and methodologies for search-based approximate logic synthesis.
L Witschen - 2022 - digital.ub.uni-paderborn.de
Approximate computing has emerged as one way to meet the challenge of improving a
computing system's performance by trading off an application's quality against a target …
computing system's performance by trading off an application's quality against a target …