Practical Layout-Aware Analog/Mixed-Signal Design Automation with Bayesian Neural Networks
Budak, Ahmet F., Zhu, Keren, Pan, David Z.
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
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Conference Proceeding
A randomized controlled trial comparing the ventilation duration between adaptive support ventilation and pressure assist/control ventilation in medical patients in the ICU
Kirakli, Cenk, Naz, Ilknur, Ediboglu, Ozlem, Tatar, Dursun, Budak, Ahmet, Tellioglu, Emel
Published in Chest (01.06.2015)
Published in Chest (01.06.2015)
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Journal Article
Reinforcement Learning for Electronic Design Automation: Case Studies and Perspectives: (Invited Paper)
Budak, Ahmet F., Jiang, Zixuan, Zhu, Keren, Mirhoseini, Azalia, Goldie, Anna, Pan, David Z.
Published in 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC) (17.01.2022)
Published in 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC) (17.01.2022)
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Conference Proceeding
An Efficient Analog Circuit Sizing Method Based on Machine Learning Assisted Global Optimization
Budak, Ahmet Faruk, Gandara, Miguel, Shi, Wei, Pan, David Z., Sun, Nan, Liu, Bo
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.05.2022)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.05.2022)
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Journal Article
A Data-Driven Analog Circuit Synthesizer with Automatic Topology Selection and Sizing
Poddar, Souradip, Budak, Ahmet, Zhao, Linran, Hsu, Chen-Hao, Maji, Supriyo, Zhu, Keren, Jia, Yaoyao, Pan, David Z.
Published in 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) (25.03.2024)
Published in 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) (25.03.2024)
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Conference Proceeding
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks
Budak, Ahmet F., Bhansali, Prateek, Liu, Bo, Sun, Nan, Pan, David Z., Kashyap, Chandramouli V.
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks
Budak, Ahmet F, Bhansali, Prateek, Liu, Bo, Sun, Nan, Pan, David Z, Kashyap, Chandramouli V
Year of Publication 01.10.2021
Year of Publication 01.10.2021
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Journal Article