Supriyo Datta

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 31

Top Topics

Quantitative Evaluation

Probabilistic Inference

Bucket Elimination

Bayesian Networks

Top Venues

Frontiers Comput. Neurosci.

Publications

Kemal Selcuk, Saleh Bunaiyan, Nihal Singh, Shehrin Sayed, Samiran Ganguly, Giovanni Finocchio, Supriyo Datta, Kerem Yunus Camsari
Connecting physics to systems with modular spin-circuits. CoRR (2024)
Saleh Bunaiyan, Supriyo Datta, Kerem Yunus Camsari
Heisenberg machines with programmable spin-circuits. CoRR (2023)
Shuvro Chowdhury, Andrea Grimaldi, Navid Anjum Aadit, Shaila Niazi, Masoud Mohseni, Shun Kanai, Hideo Ohno, Shunsuke Fukami, Luke Theogarajan, Giovanni Finocchio, Supriyo Datta, Kerem Yunus Camsari
A full-stack view of probabilistic computing with p-bits: devices, architectures and algorithms. CoRR (2023)
Giovanni Finocchio, Supriyo Bandyopadhyay, Peng Lin, Gang Pan, J. Joshua Yang, Riccardo Tomasello, Christos Panagopoulos, Mario Carpentieri, Vito Puliafito, Johan Åkerman, Hiroki Takesue, Amit Ranjan Trivedi, Saibal Mukhopadhyay, Kaushik Roy, Vinod K. Sangwan, Mark C. Hersam, Anna Giordano, Huynsoo Yang, Julie Grollier, Kerem Camsari, Peter L. McMahon, Supriyo Datta, Jean Anne C. Incorvia, Joseph S. Friedman, Sorin Cotofana, Florin Ciubotaru, Andrii Chumak, Azad J. Naeemi, Brajesh Kumar Kaushik, Yao Zhu, Kang Wang, Belita Koiller, Gabriel Aguilar, Guilherme Temporão, Kremena Makasheva, Aida Tordi-Sanial, Jennifer Hasler, William Levy, Vwani Roychowdhury, Samiran Ganguly, Avik W. Ghosh, Davi Rodriquez, Satoshi Sunada, Karin Evershor-Sitte, Amit Lal, Shubham Jadhav, Massimiliano Di Ventra, Yuriy V. Pershin, Kosuke Tatsumura, Hayato Goto
Roadmap for Unconventional Computing with Nanotechnology. CoRR (2023)
Shuvro Chowdhury, Kerem Yunus Camsari, Supriyo Datta
Emulating Quantum Circuits With Generalized Ising Machines. IEEE Access 11 (2023)
Rafatul Faria, Jan Kaiser, Kerem Yunus Camsari, Supriyo Datta
Hardware Design for Autonomous Bayesian Networks. Frontiers Comput. Neurosci. 15 (2021)
Jan Kaiser, Risi Jaiswal, Behtash Behin-Aein, Supriyo Datta
Benchmarking a Probabilistic Coprocessor. CoRR (2021)
Jan Kaiser, Supriyo Datta
Perspective: Probabilistic computing with p-bits. CoRR (2021)
Jan Kaiser, William A. Borders, Kerem Yunus Camsari, Shunsuke Fukami, Hideo Ohno, Supriyo Datta
Hardware-aware in-situ Boltzmann machine learning using stochastic magnetic tunnel junctions. CoRR (2021)
Orchi Hassan, Supriyo Datta, Kerem Yunus Camsari
Quantitative Evaluation of Hardware Binary Stochastic Neurons. CoRR (2021)
Rafatul Faria, Jan Kaiser, Kerem Yunus Camsari, Supriyo Datta
Hardware Design for Autonomous Bayesian Networks. CoRR (2020)
Brian M. Sutton, Rafatul Faria, Lakshmi Anirudh Ghantasala, Risi Jaiswal, Kerem Yunus Camsari, Supriyo Datta
Autonomous Probabilistic Coprocessing With Petaflips per Second. IEEE Access 8 (2020)
Kerem Yunus Camsari, Punyashloka Debashis, Vaibhav Ostwal, Ahmed Zeeshan Pervaiz, Tingting Shen, Zhihong Chen, Supriyo Datta, Jörg Appenzeller
From Charge to Spin and Spin to Charge: Stochastic Magnets for Probabilistic Switching. Proc. IEEE 108 (8) (2020)
Jan Kaiser, Rafatul Faria, Kerem Yunus Camsari, Supriyo Datta
Probabilistic Circuits for Autonomous Learning: A Simulation Study. Frontiers Comput. Neurosci. 14 (2020)
Jan Kaiser, Rafatul Faria, Kerem Yunus Camsari, Supriyo Datta
Probabilistic Circuits for Autonomous Learning: A simulation study. CoRR (2019)
Brian M. Sutton, Rafatul Faria, Lakshmi Anirudh Ghantasala, Kerem Yunus Camsari, Supriyo Datta
Autonomous Probabilistic Coprocessing with Petaflips per Second. CoRR (2019)
Orchi Hassan, Rafatul Faria, Kerem Yunus Camsari, Jonathan Z. Sun, Supriyo Datta
Low Barrier Magnet Design for Efficient Binary Stochastic Neurons: Perpendicular vs In-plane. CoRR (2019)
Ahmed Zeeshan Pervaiz, Supriyo Datta, Kerem Yunus Camsari
Probabilistic Computing with Binary Stochastic Neurons. BCICTS (2019)
Supriyo Datta
p-Bits for Probabilistic Computing. DRC (2019)
Ramtin Zand, Kerem Yunus Camsari, Supriyo Datta, Ronald F. DeMara
Composable Probabilistic Inference Networks Using MRAM-based Stochastic Neurons. ACM J. Emerg. Technol. Comput. Syst. 15 (2) (2019)
William A. Borders, Ahmed Zeeshan Pervaiz, Shunsuke Fukami, Kerem Yunus Camsari, Hideo Ohno, Supriyo Datta
Integer factorization using stochastic magnetic tunnel junctions. Nat. 573 (7774) (2019)
An Chen, Supriyo Datta, Xiaobo Sharon Hu, Michael T. Niemier, Tajana Simunic Rosing, J. Joshua Yang
A Survey on Architecture Advances Enabled by Emerging Beyond-CMOS Technologies. IEEE Des. Test 36 (3) (2019)
Orchi Hassan, Kerem Yunus Camsari, Supriyo Datta
Voltage-Driven Building Block for Hardware Belief Networks. IEEE Des. Test 36 (3) (2019)
Kerem Yunus Camsari, Brian M. Sutton, Supriyo Datta
p-Bits for Probabilistic Spin Logic. CoRR (2018)
Rafatul Faria, Kerem Yunus Camsari, Supriyo Datta
Implementing Bayesian Networks with Embedded Stochastic MRAM. CoRR (2018)
Ramtin Zand, Kerem Yunus Camsari, Supriyo Datta, Ronald F. DeMara
Composable Probabilistic Inference Networks Using MRAM-based Stochastic Neurons. CoRR (2018)
Orchi Hassan, Kerem Yunus Camsari, Supriyo Datta
Voltage-driven Building Block for Hardware Belief Networks. CoRR (2018)
Jianping Wang, Sachin S. Sapatnekar, Chris H. Kim, Paul A. Crowell, Steven J. Koester, Supriyo Datta, Kaushik Roy, Anand Raghunathan, Xiaobo Sharon Hu, Michael T. Niemier, Azad Naeemi, Chia-Ling Chien, Caroline A. Ross, Roland Kawakami
A Pathway to Enable Exponential Scaling for the Beyond-CMOS Era: Invited. DAC (2017)
Ahmed Zeeshan Pervaiz, Lakshmi Anirudh Ghantasala, Kerem Yunus Camsari, Supriyo Datta
Hardware demonstration of stochastic p-bits for invertible logic. CoRR (2017)
Ramtin Zand, Kerem Yunus Camsari, Ibrahim Ahmed, Steven D. Pyle, Chris H. Kim, Supriyo Datta, Ronald F. DeMara
R-DBN: A Resistive Deep Belief Network Architecture Leveraging the Intrinsic Behavior of Probabilistic Devices. CoRR (2017)
Samiran Ganguly, Kerem Yunus Camsari, Supriyo Datta
Evaluating Spintronic Devices Using The Modular Approach. CoRR (2016)
Behtash Behin-Aein, Angik Sarkar, Supriyo Datta
Modeling circuits with spins and magnets for all-spin logic. ESSDERC (2012)
Supriyo Datta
Understanding nanoscale conductors. ISLPED (2004)