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Nanoscale Computing Fabrics Lab
Department of Electrical and Computer Engineering
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Sourabh Kulkarni
History
Member for
8 years 12 months
Publications
Hardware-accelerated Simulation-based Inference of Stochastic Epidemiology Models for COVID-19
Sourabh Kulkarni
,
Mario Michael Krell
,
Seth Nabarro
,
Csaba Andras Moritz
ACM Journal on Emerging Technologies in Computing Systems (JETC)
,
2021
,
PDF
Efficient State-space Exploration in Massively Parallel Simulation Based Inference
Sourabh Kulkarni
,
Csaba Andras Moritz
Parallel and Distributed Systems
,
2021
,
(In Submission)
Architecting for Artificial Intelligence with Emerging Nanotechnology
Sourabh Kulkarni
,
Sachin Bhat
,
Csaba Andras Moritz
ACM Journal on Emerging Technologies in Computing Systems (JETC)
,
2021
,
PDF (In Press)
A Wafer-scale Manufacturing Pathway for Fine-grained Vertical 3D-IC Technology
Sachin Bhat
,
Sounak 'Shaun' Ghosh
,
Sourabh Kulkarni
,
Mingyu Li
,
Csaba Andras Moritz
in Proceedings of International Symposium on Quality Electronic Design (ISQED)
,
2021
,
PDF
SkyBridge-3D-CMOS 2.0: IC Technology for Stacked-Transistor 3D ICs beyond FinFETs
Sachin Bhat
,
Mingyu Li
,
Sounak 'Shaun' Ghosh
,
Sourabh Kulkarni
,
Csaba Andras Moritz
IEEE Computer Society Annual Symposium on VLSI
,
2021
,
PDF
Accelerating Simulation-based Inference with Emerging AI Hardware
Sourabh Kulkarni
,
Alexander Tsyplikhin
,
Mario Michael Krell
,
Csaba Andras Moritz
in Proceedings of IEEE International Conference on Rebooting Computing (ICRC)
,
1-7
,
2020
,
PDF.pdf
Reconfigurable Probabilistic AI Architecture for Personalized Cancer Treatment
Sourabh Kulkarni
,
Sachin Bhat
,
Csaba Andras Moritz
in Proceedings of IEEE International Conference on Rebooting Computing (ICRC)
,
1-8
,
2019
,
PDF
SkyNet: Memristor-based 3D IC for Artificial Neural Networks
Sachin Bhat
,
Sourabh Kulkarni
,
JiaJun Shi
,
Mingyu Li
,
Csaba Andras Moritz
in Proceedings of IEEE/ACM International Symposium on Nanoscale Architectures (NanoArch)
,
In Press
,
2017
,
PDF
Magneto-electric Approximate Computational Circuits for Bayesian Inference
Sourabh Kulkarni
,
Sachin Bhat
,
Santosh Khasanvis
,
Csaba Andras Moritz
in Proceedings of IEEE International Conference on Rebooting Computing (ICRC)
,
In press
,
2017
,
PDF
Structure Discovery for Gene Expression Networks with Emerging Stochastic Hardware
Sourabh Kulkarni
,
Sachin Bhat
,
Csaba Andras Moritz
in Proceedings of IEEE International Conference on Rebooting Computing (ICRC)
,
In Press
,
2017
,
PDF