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Sourabh Kulkarni
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SkyNet: Memristor-based 3D IC for artificial neural networks
S Bhat, S Kulkarni, J Shi, M Li, CA Moritz
2017 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2017
122017
Accelerating simulation-based inference with emerging AI hardware
S Kulkarni, A Tsyplikhin, MM Krell, CA Moritz
2020 International Conference on Rebooting Computing (ICRC), 126-132, 2020
92020
Hardware-accelerated simulation-based inference of stochastic epidemiology models for COVID-19
S Kulkarni, MM Krell, S Nabarro, CA Moritz
ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (2), 1-24, 2022
72022
Architecting for artificial intelligence with emerging nanotechnology
S Kulkarni, S Bhat, CA Moritz
ACM Journal on Emerging Technologies in Computing Systems (JETC) 17 (3), 1-33, 2021
42021
Structure discovery for gene expression networks with emerging stochastic hardware
S Kulkarni, S Bhat, CA Moritz
2017 IEEE International Conference on Rebooting Computing (ICRC), 1-4, 2017
32017
Magneto-electric approximate computational circuits for Bayesian inference
S Kulkarni, S Bhat, S Khasanvis, CA Moritz
2017 IEEE International Conference on Rebooting Computing (ICRC), 1-8, 2017
32017
Improving Effectiveness of Simulation-Based Inference in the Massively Parallel Regime
S Kulkarni, CA Moritz
IEEE Transactions on Parallel and Distributed Systems 34 (4), 1100-1114, 2023
22023
SkyBridge-3D-CMOS 2.0: IC technology for stacked-transistor 3D ICs beyond FinFETs
S Bhat, M Li, S Ghosh, S Kulkarni, CA Moritz
2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 176-181, 2021
22021
Reconfigurable probabilistic AI architecture for personalized cancer treatment
S Kulkarni, S Bhat, CA Moritz
2019 IEEE International Conference on Rebooting Computing (ICRC), 1-7, 2019
22019
Machine Learning Based Thermal Evaluation for Vertically-Composed Fine-Grained 3D CMOS
M Li, S Kulkarni, S Bhat, CA Moritz
Authorea Preprints, 2023
2023
SkyBridge 2.0: A Fine-grained Vertical 3D-IC Technology for Future ICs
S Bhat, M Li, S Kulkarni, CA Moritz
ACM Journal on Emerging Technologies in Computing Systems 19 (4), 1-19, 2023
2023
Compact Model Parameter Extraction using Bayesian Machine Learning
S Bhat, S Kulkarni, CA Moritz
2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 1-6, 2023
2023
Efficient State-space Exploration in Massively Parallel Simulation Based Inference
S Kulkarni, CA Moritz
arXiv preprint arXiv:2106.15508, 2021
2021
A Wafer-scale Manufacturing Pathway for Fine-grained Vertical 3D-IC Technology
S Bhat, SS Ghosh, S Kulkarni, M Li, CA Moritz
2021 22nd International Symposium on Quality Electronic Design (ISQED), 228-233, 2021
2021
PPL Bench: Evaluation Framework For Probabilistic Programming Languages
S Kulkarni, KD Shah, N Arora, X Wang, YL Li, NK Tehrani, M Tingley, ...
arXiv preprint arXiv:2010.08886, 2020
2020
Magneto-electric Approximate Computational Framework for Bayesian Inference
S Kulkarni
2017
Application of soil survey for irrigated agriculture.
SY Kulkarni, SK Bhat
1990
Session 1-Machine Learning Systems
S Kulkarni, S Bhat, CA Moritz, G Ohashi, H Seki, M Inuiguchi, ...
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Articles 1–18