Transfer learning with bayesian optimization-aided sampling for efficient AMS circuit modeling

Author:

Liu Juzheng1,Hassanpourghadi Mohsen1,Zhang Qiaochu1,Su Shiyu1,Chen Mike Shuo-Wei1

Affiliation:

1. University of Southern California

Funder

University of Southern California Provost

Publisher

ACM

Cited by 10 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. CircuitNet: An Open-Source Dataset for Machine Learning in VLSI CAD Applications With Improved Domain-Specific Evaluation Metric and Learning Strategies;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-12

2. Signal-Division-Aware Analog Circuit Topology Synthesis Aided by Transfer Learning;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-11

3. 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

4. MMM: Machine Learning-Based Macro-Modeling for Linear Analog ICs and ADC/DACs;2023 ACM/IEEE 5th Workshop on Machine Learning for CAD (MLCAD);2023-09-10

5. An Analog Circuit Building Block Generator via Nested Multi-Fidelity Modeling;IEEE Transactions on Circuits and Systems I: Regular Papers;2023-08

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