BOiLS: Bayesian Optimisation for Logic Synthesis

Author:

Grosnit Antoine1,Malherbe Cedric1,Tutunov Rasul1,Wan Xingchen2,Wang Jun3,Ammar Haitham Bou3

Affiliation:

1. Huawei Noah's Ark Lab

2. University of Oxford,Huawei Noah's Ark Lab

3. University College London,Huawei Noah's Ark Lab

Publisher

IEEE

Reference23 articles.

1. Model-based reinforcement learning for atari;kaiser;ICLRE,2020

2. The epfl combinational benchmark suite;amaru;IWLS,2015

3. Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces;wan;ICML,2021

4. Yosys - A Free Verilog Synthesis Suite;wolf;Proceedings of AustroChip,0

5. Decision Making in Synthesis cross Technolo-gies using LSTMs and Transfer Learning;yu;Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD,0

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. ReLS: Retrieval Is Efficient Knowledge Transfer For Logic Synthesis;Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD;2024-09-09

2. Parallel AIG Refactoring via Conflict Breaking;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

3. A Logic Optimization Method Using Reinforcement Learning;2024 2nd International Symposium of Electronics Design Automation (ISEDA);2024-05-10

4. A General Framework for Efficient Logic Synthesis;2024 2nd International Symposium of Electronics Design Automation (ISEDA);2024-05-10

5. On Accelerating Domain-Specific MC-TS with Knowledge Retention and Efficient Parallelization for Logic Optimization;2024 2nd International Symposium of Electronics Design Automation (ISEDA);2024-05-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3