31 citations · 63 across the 4 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.NE2024
Tiered Acquisition for Constrained Bayesian Optimization: An Application to Analog Circuits
Ria Rashid, Abhishek Gupta
Analog circuit design can be considered as an optimization problem with the targeted circuit specifications as constraints. When stringent circuit specifications are considered, it…
cs.NE2024★ 20 cited
Machine Learning Driven Global Optimisation Framework for Analog Circuit Design
Ria Rashid, Komala Krishna, Clint Pazhayidam George +1
We propose a machine learning-driven optimisation framework for analog circuit design in this paper. The primary objective is to determine the device sizes for the optimal performa…