Ahmet F. Budak

An Efficient Analog Circuit Sizing Method Based on Machine Learning Assisted Global Optimization

Ahmet F. Budak, Miguel Gandara, Wei Shi et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2021 · 105 citations · Full text

Model Optimization, Large-scale Global Optimization, Electrical Engineering +13

DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks

Ahmet F. Budak, Prateek Bhansali, Bo Liu et al. · 2021 · 78 citations · Full text

Model Optimization, Deep Neural Networks, Engineering +13

Reinforcement Learning for Electronic Design Automation: Case Studies and Perspectives: (Invited Paper)

Ahmet F. Budak, Zixuan Jiang, Keren Zhu et al. · 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC) · 2022 · 15 citations

Artificial Intelligence, Hybrid Rl, Engineering +16

A Data-Driven Analog Circuit Synthesizer with Automatic Topology Selection and Sizing

Souradip Poddar, Ahmet F. Budak, Linran Zhao et al. · 2024 · 14 citations

Toward End-to-End Analog Design Automation with ML and Data-Driven Approaches (Invited Paper)

Supriyo Maji, Ahmet F. Budak, Souradip Poddar et al. · 2024 · 13 citations