Shvetank Prakash
Shvetank Prakash
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CFU Playground: Full-Stack Open-Source Framework for Tiny Machine Learning (tinyML) Acceleration on FPGAs
S Prakash, T Callahan, J Bushagour, C Banbury, AV Green, P Warden, ...
2023 IEEE International Symposium on Performance Analysis of Systems and …, 2022
Tiny robot learning: challenges and directions for machine learning in resource-constrained robots
SM Neuman, B Plancher, BP Duisterhof, S Krishnan, C Banbury, ...
2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022
Machine learning sensors
P Warden, M Stewart, B Plancher, S Katti, VJ Reddi
Communications of the ACM 66 (11), 25-28, 2023
Is TinyML Sustainable?
S Prakash, M Stewart, C Banbury, M Mazumder, P Warden, B Plancher, ...
Communications of the ACM 66 (11), 68-77, 2023
FastML Science Benchmarks: Accelerating Scientific Edge ML
J Duarte, N Tran, B Hawks, C Herwig, J Muhizi, S Prakash, ...
Fermi National Accelerator Lab.(FNAL), Batavia, IL (United States), 2022
Closing the Sim-to-Real Gap for Ultra-Low-Cost, Resource-Constrained, Quadruped Robot Platforms
J Jabbour, SM Neuman, M Mazumder, C Banbury, S Prakash, B Plancher, ...
3rd Workshop on Closing the Reality Gap in Sim2Real Transfer for Robotics, 2022
A framework for integrating artificial intelligence for clinical care with continuous therapeutic monitoring
E Chen, S Prakash, V Janapa Reddi, D Kim, P Rajpurkar
Nature Biomedical Engineering, 1-10, 2023
ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design
S Krishnan, A Yazdanbakhsh, S Prakash, J Jabbour, I Uchendu, S Ghosh, ...
Proceedings of the 50th Annual International Symposium on Computer …, 2023
The magazine archive includes every article published in Communications of the ACM for over the past 50 years.
S Prakash, M Stewart, C Banbury, M Mazumder, P Warden, B Plancher, ...
Communications of the ACM 66 (11), 68-77, 2023
Datasheets for Machine Learning Sensors
M Stewart, P Warden, Y Omri, S Prakash, J Santos, S Hymel, B Brown, ...
arXiv preprint arXiv:2306.08848, 2023
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