Meghna Madhusudan

Orcid: 0000-0001-5101-2421

According to our database1, Meghna Madhusudan authored at least 28 papers between 2019 and 2024.

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Bibliography

2024
Constructive Place-and-Route for FinFET-Based Transistor Arrays in Analog Circuits Under Nonlinear Gradients.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2024

MMM: Machine Learning-Based Macro-Modeling for Linear Analog ICs and ADC/DACs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2024

Reinforcing the Connection between Analog Design and EDA (Invited Paper).
Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023
A Generalized Methodology for Well Island Generation and Well-tap Insertion in Analog/Mixed-signal Layouts.
ACM Trans. Design Autom. Electr. Syst., September, 2023

GNN-Based Hierarchical Annotation for Analog Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2023

Constructive Placement and Routing for Common-Centroid Capacitor Arrays in Binary-Weighted and Split DACs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2023

Performance-driven Wire Sizing for Analog Integrated Circuits.
ACM Trans. Design Autom. Electr. Syst., March, 2023

Understanding Distance-Dependent Variations for Analog Circuits in a FinFET Technology.
Proceedings of the 53rd IEEE European Solid-State Device Research Conference, 2023

2022
Analog/Mixed-Signal Layout Optimization using Optimal Well Taps.
Proceedings of the ISPD 2022: International Symposium on Physical Design, Virtual Event, Canada, March 27, 2022

Are Analytical Techniques Worthwhile for Analog IC Placement?
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Constructive Common-Centroid Placement and Routing for Binary-Weighted Capacitor Arrays.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Common-Centroid Layout for Active and Passive Devices: A Review and the Road Ahead.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021
ALIGN: A System for Automating Analog Layout.
IEEE Des. Test, 2021

A Circuit Attention Network-Based Actor-Critic Learning Approach to Robust Analog Transistor Sizing.
Proceedings of the 3rd ACM/IEEE Workshop on Machine Learning for CAD, 2021

Machine Learning Techniques in Analog Layout Automation.
Proceedings of the ISPD '21: International Symposium on Physical Design, 2021

Performance-Aware Common-Centroid Placement and Routing of Transistor Arrays in Analog Circuits.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

From Specification to Silicon: Towards Analog/Mixed-Signal Design Automation using Surrogate NN Models with Transfer Learning.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Common-Centroid Layouts for Analog Circuits: Advantages and Limitations.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Analog Layout Generation using Optimized Primitives.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Fast and Efficient Constraint Evaluation of Analog Layout Using Machine Learning Models.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020
Exploring a Machine Learning Approach to Performance Driven Analog IC Placement.
Proceedings of the 2020 IEEE Computer Society Annual Symposium on VLSI, 2020

Learning from Experience: Applying ML to Analog Circuit Design.
Proceedings of the ISPD 2020: International Symposium on Physical Design, Taipei, Taiwan, March 29, 2020

A Customized Graph Neural Network Model for Guiding Analog IC Placement.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

A general approach for identifying hierarchical symmetry constraints for analog circuit layout.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

The ALIGN Open-Source Analog Layout Generator: v1.0 and Beyond (Invited talk).
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

GANA: Graph Convolutional Network Based Automated Netlist Annotation for Analog Circuits.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019
Design Techniques for Zero Steady-State Output Ripple in Digital Low Dropout Regulators.
Proceedings of the 62nd IEEE International Midwest Symposium on Circuits and Systems, 2019

ALIGN: Open-Source Analog Layout Automation from the Ground Up.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019


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