Rafatul Faria

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 8

Top Topics

Autonomous Learning

Hardware Design

Bayesian Networks

Probabilistic Inference

Top Venues

Frontiers Comput. Neurosci.

Publications

Rafatul Faria, Jan Kaiser, Kerem Yunus Camsari, Supriyo Datta
Hardware Design for Autonomous Bayesian Networks. Frontiers Comput. Neurosci. 15 (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)
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)
Rafatul Faria, Kerem Yunus Camsari, Supriyo Datta
Implementing Bayesian Networks with Embedded Stochastic MRAM. CoRR (2018)