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 | 32* | 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 | 28 | 2022 |
Machine learning sensors P Warden, M Stewart, B Plancher, S Katti, VJ Reddi Communications of the ACM 66 (11), 25-28, 2023 | 18 | 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 | 14 | 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 | 8 | 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 | 8* | 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 | 7 | 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 | 2 | 2023 |
Datasheets for Machine Learning Sensors: Towards Transparency, Auditability, and Responsibility for Intelligent Sensing M Stewart, P Warden, Y Omri, S Prakash, J Santos, S Hymel, B Brown, ... arXiv e-prints, arXiv: 2306.08848, 2023 | | 2023 |