EffiSyn: Efficient Logic Synthesis with Dynamic Scoring and Pruning

X Li, L Chen, J Zhang, S Wen, W Sheng… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
Logic synthesis tools synthesize circuit structures to optimize specific targets given
reasonable constraints and runtime using a set of well-defined operators. The efficiency of …

Rethinking AIG resynthesis in parallel

T Liu, EFY Young - 2023 60th ACM/IEEE Design Automation …, 2023 - ieeexplore.ieee.org
The efficiency issue of logic optimization becomes critical as the scale of VLSI designs
grows. Since various algorithms are interleaved during optimization to ensure quality, it is …

An open-source eda flow for asynchronous logic

S Ataei, W Hua, Y Yang, R Manohar, YS Lu… - IEEE Design & …, 2021 - ieeexplore.ieee.org
An Open-Source EDA Flow for Asynchronous Logic Page 1 27 2168-2356/21©2021 IEEE
Copublished by the IEEE CEDA, IEEE CASS, IEEE SSCS, and TTTC March/April 2021 Editor’s …

NovelRewrite: Node-level parallel AIG rewriting

S Lin, J Liu, T Liu, MDF Wong, EFY Young - Proceedings of the 59th …, 2022 - dl.acm.org
Logic rewriting is an important part in logic optimization. It rewrites a circuit by replacing local
subgraphs with logically equivalent ones, so that the area and the delay of the circuit can be …

A Recursion and Lock Free GPU-Based Logic Rewriting Framework Exploiting Both Intranode and Internode Parallelism

L Li, R Li, Y Ha - IEEE Transactions on Computer-Aided Design …, 2023 - ieeexplore.ieee.org
Logic rewriting is an effective but time-consuming technique to optimize the multilevel logic
network by rewriting subnetworks of the input network with other logic equivalent structures …

Optimizing machine learning logic circuits with constant signal propagation

A Berndt, C Meinhardt, AI Reis, PF Butzen - Integration, 2022 - Elsevier
Implementing dedicated machine learning hardware is becoming essential in many
circumstances, raising the challenge for integrated circuit designers to reach resource …

FineMap: A Fine-grained GPU-parallel LUT Mapping Engine

T Liu, L Chen, X Li, M Yuan… - 2024 29th Asia and …, 2024 - ieeexplore.ieee.org
Lookup-table (LUT) mapping is an indispensable step in FPGA design flows, and also
serves as a building block in many technology-independent optimization algorithms …

Exploring constant signal propagation to optimize neural network circuits

A Berndt, C Meinhardt, AI Reis… - 2021 34th SBC/SBMicro …, 2021 - ieeexplore.ieee.org
Deep neural networks tend to be extensively power and area consuming for their processing
hardware. Integrated circuit designers face a considerable challenge when implementing …

Enhancing ASIC Technology Mapping via Parallel Supergate Computing

Y Cai, Z Yang, L Ni, B Xie, X Li - arXiv preprint arXiv:2404.13614, 2024 - arxiv.org
With the development of large-scale integrated circuits, electronic design automation~(EDA)
tools are increasingly emphasizing efficiency, with parallel algorithms becoming a trend. The …

[PDF][PDF] The Trio of Learning, Optimization, and Acceleration for Efficient Electronic Design Automation

Z HE - 2023 - cse.cuhk.edu.hk
Abstract Modern Electronic Design Automation (EDA) is complex and computationally
challenging. It consists of a series of difficult optimization problems, accompanied by various …