31 citations · 63 across the 4 of their papers we have counts for
3 papers · 1 filter
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…
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…
Performance Evaluation of Evolutionary Algorithms for Analog Integrated Circuit Design Optimisation
Ria Rashid, Gopavaram Raghunath, Vasant Badugu +1
An automated sizing approach for analog circuits using evolutionary algorithms is presented in this paper. A targeted search of the search space has been implemented using a partic…