Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network

2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) ◽

10.23919/date.2019.8714788 ◽

2019 ◽

Author(s):

Shuhan Zhang ◽

Wenlong Lyu ◽

Fan Yang ◽

Changhao Yan ◽

Dian Zhou ◽

...

Keyword(s):

Neural Network ◽

Analog Circuit ◽

Bayesian Optimization ◽

Optimization Approach ◽

Circuit Synthesis

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An Efficient Bayesian Optimization Approach for Analog Circuit Synthesis via Sparse Gaussian Process Modeling

2020 Design, Automation & Test in Europe Conference & Exhibition (DATE) ◽

10.23919/date48585.2020.9116366 ◽

2020 ◽

Author(s):

Biao He ◽

Shuhan Zhang ◽

Fan Yang ◽

Changhao Yan ◽

Dian Zhou ◽

...

Keyword(s):

Gaussian Process ◽

Process Modeling ◽

Analog Circuit ◽

Bayesian Optimization ◽

Optimization Approach ◽

Circuit Synthesis ◽

Gaussian Process Modeling

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An Efficient Asynchronous Batch Bayesian Optimization Approach for Analog Circuit Synthesis

2020 57th ACM/IEEE Design Automation Conference (DAC) ◽

10.1109/dac18072.2020.9218592 ◽

2020 ◽

Author(s):

Shuhan Zhang ◽

Fan Yang ◽

Dian Zhou ◽

Xuan Zeng

Keyword(s):

Analog Circuit ◽

Bayesian Optimization ◽

Optimization Approach ◽

Circuit Synthesis

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An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2021.3054811 ◽

2021 ◽

pp. 1-1

Author(s):

Shuhan Zhang ◽

Fan Yang ◽

Changhao Yan ◽

Dian Zhou ◽

Xuan Zeng

Keyword(s):

Analog Circuit ◽

Bayesian Optimization ◽

Optimization Approach ◽

Circuit Synthesis ◽

Multi Objective

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A Mixed-Variable Bayesian Optimization Approach for Analog Circuit Synthesis

2020 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas45731.2020.9181162 ◽

2020 ◽

Author(s):

Jialin Lu ◽

Shuhan Zhang ◽

Fan Yang ◽

Dian Zhou ◽

Xuan Zeng

Keyword(s):

Analog Circuit ◽

Bayesian Optimization ◽

Optimization Approach ◽

Circuit Synthesis ◽

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An Efficient Multi-fidelity Bayesian Optimization Approach for Analog Circuit Synthesis

Proceedings of the 56th Annual Design Automation Conference 2019 on - DAC '19 ◽

10.1145/3316781.3317765 ◽

2019 ◽

Author(s):

Shuhan Zhang ◽

Wenlong Lyu ◽

Fan Yang ◽

Changhao Yan ◽

Dian Zhou ◽

...

Keyword(s):

Analog Circuit ◽

Bayesian Optimization ◽

Optimization Approach ◽

Circuit Synthesis

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Smart-MSP: A Self-Adaptive Multiple Starting Point Optimization Approach for Analog Circuit Synthesis

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2017.2729461 ◽

2018 ◽

Vol 37 (3) ◽

pp. 531-544 ◽

Author(s):

Yishi Yang ◽

Hengliang Zhu ◽

Zhaori Bi ◽

Changhao Yan ◽

Dian Zhou ◽

...

Keyword(s):

Analog Circuit ◽

Optimization Approach ◽

Circuit Synthesis ◽

Starting Point ◽

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A Robust Batch Bayesian Optimization for Analog Circuit Synthesis via Local Penalization

Proceedings of the 26th Asia and South Pacific Design Automation Conference ◽

10.1145/3394885.3431543 ◽

2021 ◽

Author(s):

Jiangli Huang ◽

Fan Yang ◽

Changhao Yan ◽

Dian Zhou ◽

Xuan Zeng

Keyword(s):

Analog Circuit ◽

Bayesian Optimization ◽

Circuit Synthesis

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Bayesian Optimization Approach for Analog Circuit Design Using Multi-task Gaussian Process

2021 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas51556.2021.9401205 ◽

2021 ◽

Author(s):

Jiangli Huang ◽

Shuhan Zhang ◽

Cong Tao ◽

Fan Yang ◽

Changhao Yan ◽

...

Keyword(s):

Gaussian Process ◽

Circuit Design ◽

Analog Circuit ◽

Bayesian Optimization ◽

Optimization Approach ◽

Analog Circuit Design

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Review for "Improved cooperative artificial neural network ‐ particle swarm optimization approach for solar photovoltaic systems using maximum power point tracking"

10.1002/2050-7038.12439/v2/review3 ◽

2020 ◽

Author(s):

N. Kamaraj

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Particle Swarm Optimization ◽

Optimization Approach ◽

Solar Photovoltaic ◽

Maximum Power Point ◽

Swarm Optimization ◽

Point Tracking ◽

Power Point Tracking ◽

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Decision letter for "Improved cooperative artificial neural network ‐ particle swarm optimization approach for solar photovoltaic systems using maximum power point tracking"

10.1002/2050-7038.12439/v1/decision1 ◽

2019 ◽

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Particle Swarm Optimization ◽

Optimization Approach ◽

Solar Photovoltaic ◽

Maximum Power Point ◽

Swarm Optimization ◽

Point Tracking ◽

Power Point Tracking ◽

Download Full-text