Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots. - Sabrina M. Neuman; Brian Plancher; Bardienus Pieter Duisterhof; Srivatsan Krishnan; Colby R. Banbury; Mark Mazumder; Shvetank Prakash; Jason Jabbour; Aleksandra Faust; Guido C. H. E. de Croon; Vijay Janapa Reddi (AICAS, 2022)

Machine Learning Sensors. - Pete Warden; Matthew Stewart; Brian Plancher; Colby R. Banbury; Shvetank Prakash; Emma Chen; Zain Asgar; Sachin Katti; Vijay Janapa Reddi (CoRR, 2022)

FastML Science Benchmarks: Accelerating Real-Time Scientific Edge Machine Learning. - Javier M. Duarte; Nhan Tran; Benjamin Hawks; Christian Herwig; Jules Muhizi; Shvetank Prakash; Vijay Janapa Reddi (CoRR, 2022)

CFU Playground: Want a faster ML processor? Do it yourself! - Shvetank Prakash; Tim Callahan; Joseph Bushagour; Colby R. Banbury; Alan V. Green; Pete Warden; Tim Ansell; Vijay Janapa Reddi (DATE, 2023)

ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design. - Srivatsan Krishnan; Amir Yazdanbakhsh; Shvetank Prakash; Jason Jabbour; Ikechukwu Uchendu; Susobhan Ghosh; Behzad Boroujerdian; Daniel Richins; Devashree Tripathy; Aleksandra Faust; Vijay Janapa Reddi (ISCA, 2023)

CFU Playground: Full-Stack Open-Source Framework for Tiny Machine Learning (TinyML) Acceleration on FPGAs. - Shvetank Prakash; Tim Callahan; Joseph Bushagour; Colby R. Banbury; Alan V. Green; Pete Warden; Tim Ansell; Vijay Janapa Reddi (ISPASS, 2023)

Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers. - Shvetank Prakash; Matthew Stewart; Colby R. Banbury; Mark Mazumder; Pete Warden; Brian Plancher; Vijay Janapa Reddi (CoRR, 2023)

Datasheets for Machine Learning Sensors. - Matthew Stewart; Pete Warden; Yasmine Omri; Shvetank Prakash; Joao Santos; Shawn Hymel; Benjamin Brown; Jim MacArthur; Nat Jeffries; Brian Plancher; Vijay Janapa Reddi (CoRR, 2023)

Is TinyML Sustainable? - Shvetank Prakash; Matthew Stewart; Colby R. Banbury; Mark Mazumder; Pete Warden; Brian Plancher; Vijay Janapa Reddi (Commun. ACM, 2023)

Bendable non-silicon RISC-V microprocessor. - Emre Ozer; Jedrzej Kufel; Shvetank Prakash; Alireza Raisiardali; Olof Kindgren; Ronald Wong; Nelson Ng; Damien Jausseran; Feras Alkhalil; David Kong; Gage Hills; Richard Price; et al. (Nat., 2024)

QuArch: A Question-Answering Dataset for AI Agents in Computer Architecture. - Shvetank Prakash; Andrew Cheng; Jason Yik; Arya Tschand; Radhika Ghosal; Ikechukwu Uchendu; Jessica Quaye; Jeffrey Ma; Shreyas Grampurohit; Sofia Giannuzzi; Arnav Balyan; Fin Amin; et al. (IEEE Comput. Archit. Lett., 2025)