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

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

scholarly journals Cost-effective search for lower-error region in material parameter space using multifidelity Gaussian process modeling

2020 ◽  
Vol 4 (8) ◽  
Author(s):  
Shion Takeno ◽  
Yuhki Tsukada ◽  
Hitoshi Fukuoka ◽  
Toshiyuki Koyama ◽  
Motoki Shiga ◽  
...  
Keyword(s):  
Gaussian Process ◽  
Parameter Space ◽  
Process Modeling ◽  
Material Parameter ◽  
Cost Effective ◽  
Lower Error ◽  
Gaussian Process Modeling
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