126 citations · 289 across the 6 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019★ 70 cited
Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network
Shuhan Zhang, Wenlong Lyu, Fan Yang +3
Bayesian optimization with Gaussian process as surrogate model has been successfully applied to analog circuit synthesis. In the traditional Gaussian process regression model, the…
eess.SY2019★ 52 cited
An Efficient Multi-fidelity Bayesian Optimization Approach for Analog Circuit Synthesis
Shuhan Zhang, Wenlong Lyu, Fan Yang +4
This paper presents an efficient multi-fidelity Bayesian optimization approach for analog circuit synthesis. The proposed method can significantly reduce the overall computational…