From Specification to Silicon: Towards Analog/Mixed-Signal Design Automation using Surrogate NN Models with Transfer Learning

Author:

Liu Juzheng,Su Shiyu,Madhusudan Meghna,Hassanpourghadi Mohsen,Saunders Samuel,Zhang Qiaochu,Rasul Rezwan,Li Yaguang,Hu Jiang,Sharma Arvind Kumar,Sapatnekar Sachin S.,Harjani Ramesh,Levi Anthony,Gupta Sandeep,Chen Mike Shuo-Wei

Publisher

IEEE

Cited by 12 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. A Two-step Fine-tuning Assisted Layout Sizing Scheme for Analog/RF Circuits;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

2. MA-Opt: Reinforcement Learning-Based Analog Circuit Optimization Using Multi-Actors;IEEE Transactions on Circuits and Systems I: Regular Papers;2024-05

3. Reinforcing the Connection between Analog Design and EDA (Invited Paper);2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22

4. Practical Layout-Aware Analog/Mixed-Signal Design Automation with Bayesian Neural Networks;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

5. FuNToM: Functional Modeling of RF Circuits Using a Neural Network Assisted Two-Port Analysis Method;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

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