Impact of Scaling on Large Crossbar Arrays for Neuromorphic Applications

Suyash Kushwaha, Chintu Bhaskara Rao, Shamini P R, Sourajeet Roy, Rohit Sharma

Workshop on Signal Propagation on Interconnects, 2025

Combining Prior Knowledge With Transfer Learning (PKID-TL) for Fast Neural Network Enabled Uncertainty Quantification of Graphene On-Chip Interconnects

Surila Guglani, Asha Kumari Jakhar, A. Dasgupta, Sourajeet Roy

IEEE Transactions on Components, Packaging, and Manufacturing Technology, 2025

Metalearning Based Adaptive Compact Modeling Framework for Advanced Transistors across Technology Nodes

Srishti Parandiyal, Abhishek Kumar, M. Ehteshamuddin, Anamika Singh, Kumar Sheelvardhan, Samrat Ray, Abhishek Somani, Sourajeet Roy, Avirup Dasgupta

IEEE Transactions on Artificial Intelligence, 2025

Machine Learning Based Inverse Model for Identifying Transmission Line Network Parameters from Tabulated Frequency-Domain Data

Mohd. Yusuf, Avirup Dasgupta, Sourajeet Roy

Electrical Design of Advanced Packaging and Systems Symposium, 2024

Artificial Neural Networks With Fast Transfer Learning for Statistical Signal Integrity Analysis of MWCNT and MLGNR Interconnect Networks

Surila Guglani, Asha Kumari Jakhar, K. Dimple, Ankit Sukhija, A. Dasgupta, Rohit Sharma, Brajesh Kumar Kaushik, Sourajeet Roy

IEEE transactions on electromagnetic compatibility (Print), 2024

Machine Learning-Assisted Multiobjective Optimization of Advanced Node Gate-All-Around Transistor for Logic and RF Applications

M. Ehteshamuddin, Kumar Sheelvardhan, Abhishek Kumar, Surila Guglani, Sourajeet Roy, A. Dasgupta

IEEE Transactions on Electron Devices, 2024

Signal Integrity Analysis of Ultra-scaled Copper-Graphene Heterogeneous Interconnect Structure

Suyash Kushwaha, D. Das, Sourajeet Roy, Rohit Sharma

Electrical Design of Advanced Packaging and Systems Symposium, 2024

Machine Learning Assisted Evolutionary Algorithm for Device-Circuit Multi-Objective Co-optimization of Actively Shielded MWCNT Interconnects

K. Dimple, M. Ehteshamuddin, Avirup Dasgupta, Sourajeet Roy

Electrical Design of Advanced Packaging and Systems Symposium, 2024

Impact of Advanced STDP Variability in Spiking Neural Network using Unsupervised Learning

Anubha Sehgal, G. Verma, Sourajeet Roy, Brajesh Kumar Kaushik

Nanotechnology Materials and Devices Conference, 2024

On-Chip Learning of Neural Network Using Spin-Based Activation Function Nodes

Anubha Sehgal, A. Shukla, Sourajeet Roy, Brajesh Kumar Kaushik

IEEE Transactions on Electron Devices, 2024

Spacer Optimization using a Neuro-Pso Approach for Improving FinFET Repeater Performance in On-Chip Global MLGNR Interconnects

Asha Kumari Jakhar, Avirup Dasgupta, Rohit Sharma, Sourajeet Roy

Electrical Design of Advanced Packaging and Systems Symposium, 2024

Machine Learning Augmented Compact Modeling for Simultaneous Improvement in Computational Speed and Accuracy

Kumar Sheelvardhan, Surila Guglani, M. Ehteshamuddin, Sourajeet Roy, A. Dasgupta

IEEE Transactions on Electron Devices, 2024

A Fast Metalearning Algorithm for Neural Network Enabled Uncertainty Quantification of Graphene Based Interconnects with Passive Shielding

Asha Kumari Jakhar, Dyuti Basu, K. Dimple, Surila Guglani, Avirup Dasgupta, Sourajeet Roy

2024 IEEE International Symposium on Electromagnetic Compatibility, Signal & Power Integrity (EMC+SIPI), 2024

A Space Mapping Augmented Compact Model for Uncertainty Quantification of GaN HEMT Devices and Circuits in the Presence of Trap Effects

Mohd. Yusuf, Smriti Singh, Avirup Dasgupta, Biplab Sarkar, Sourajeet Roy

IEEE Transactions on Electron Devices, 2024

Impact of Electric Field on the Perpendicular Magnetic Anisotropy of CrMnS₂I₂ Monolayer- A DFT Perspective

Neha Mishra, Prabhat Ranjan, Avirup Dasgupta, Sourajeet Roy

IEEE Electron Devices Technology and Manufacturing Conference, 2024

Theoretical Insights of the Photocatalytic and Hydrogen Storage Ability of Two-Dimensional (2-D) MoSe (MX) and MoSSe (MXY) ( = Se, = S) ML Using DFT Study

N. Mishra, Prabhat Ranjan, A. Dasgupta, B. P. Pandey, Santosh Kumar, Sourajeet Roy

IEEE Sensors Journal, 2024

Advancements in memory technologies for artificial synapses

Anubha Sehgal, Seema Dhull, Sourajeet Roy, Brajesh Kumar Kaushik

Journal of Materials Chemistry C, 2024

Study of Enhanced Ferromagnetic Behavior of Mn-Doped 2D Janus Cr2S2I2 Monolayer

Neha Mishra, Abhishek Kumar, Avirup Dasgupta, Sourajeet Roy

IEEE Journal of the Electron Devices Society, 2024

Multitask Learning for Estimation of Magnetic Parameters Using Pattern Recognition

Anubha Sehgal, Shipra Saini, Hemkant Nehete, Kunal Kranti Das, Sourajeet Roy, Brajesh Kumar Kaushik

IEEE Open Journal of Nanotechnology, 2024

Image Edge Extraction Using SOT-MRAM Based In-Memory Computing

Neelathi Venkata Naga Aravind, G. Verma, Sandeep Soni, Alok Kumar Shukla, Anubha Sehgal, Sourajeet Roy, Brajesh Kumar Kaushik

Nanotechnology Materials and Devices Conference, 2024

Noise-Aware Uncertainty Quantification of MLGNR Interconnects using Fast Trained Artificial Neural Networks

Asha Kumari Jakhar, Surila Guglani, Avirup Dasgupta, Sourajeet Roy

Electrical Design of Advanced Packaging and Systems Symposium, 2023

Variability Analysis of Multilevel Spin-Orbit Torque MRAMs using Machine Learning

Anubha Sehgal, K. Das, Seema Dhull, Sourajeet Roy, Brajesh Kumar Kaushik

2023 IEEE 23rd International Conference on Nanotechnology (NANO), 2023