Shvetank Prakash

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Vijay Janapa ReddiHarvard UniversityVerified email at eecs.harvard.edu
Brian PlancherBarnard College, Columbia UniversityVerified email at barnard.edu
Pete WardenPhD Student, Stanford UniversityVerified email at stanford.edu
Colby BanburyPhD Student, Harvard UniversityVerified email at g.harvard.edu
Mark MazumderPhD student, Harvard UniversityVerified email at g.harvard.edu
Timothy J CallahanGoogleVerified email at google.com
Tim 'mithro' AnsellGoogleVerified email at google.com
Jason JabbourComputer Science PhD Student, Harvard UniversityVerified email at g.harvard.edu
Sabrina M. NeumanAssistant Professor of Computer Science, Boston UniversityVerified email at bu.edu
Srivatsan KrishnanHarvard UniversityVerified email at seas.harvard.edu
Aleksandra FaustGoogle DeepMind, Mountain View, CAVerified email at google.com
Guido de CroonFull professor, Delft University of TechnologyVerified email at tudelft.nl
Bardienus Pieter DuisterhofPhD student at Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Javier M. DuarteAssistant Professor, UC San DiegoVerified email at ucsd.edu
Benjamin HawksAI Researcher, Fermi National Accelerator LaboratoryVerified email at fnal.gov
Matthew StewartHarvard UniversityVerified email at g.harvard.edu

Shvetank Prakash

Harvard University

Verified email at g.harvard.edu - Homepage

Ultra-Low Power ML Computer Architecture ML for Systems


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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	29*	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	26	2022
Machine learning sensors P Warden, M Stewart, B Plancher, S Katti, VJ Reddi Communications of the ACM 66 (11), 25-28, 2023	16	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	12	2023
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	6	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	6*	2022
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	3	2023
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	3	2022
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		2023

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