CFU Playground: Full-Stack Open-Source Framework for Tiny Machine
Learning (tinyML) Acceleration on FPGAs

CFU Playground: Full-Stack Open-Source Framework for Tiny Machine Learning (tinyML) Acceleration on FPGAs

5 January 2022

Shvetank Prakash

Joseph R. Bushagour

Colby R. Banbury

Vijay Janapa Reddi

Papers citing "CFU Playground: Full-Stack Open-Source Framework for Tiny Machine Learning (tinyML) Acceleration on FPGAs"

10 / 10 papers shown

Title
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 44 16 0 15 Oct 2023
AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming Siva Satyendra Sahoo Salim Ullah Akash Kumar 14 1 0 23 Sep 2023
A Machine Learning-oriented Survey on Tiny Machine Learning Luigi Capogrosso Federico Cunico D. Cheng Franco Fummi Marco Cristani SyDa MU 19 33 0 21 Sep 2023
Co-Design of Approximate Multilayer Perceptron for Ultra-Resource Constrained Printed Circuits Giorgos Armeniakos Georgios Zervakis Dimitrios Soudris M. Tahoori J. Henkel TPM 13 11 0 28 Feb 2023
Edge Impulse: An MLOps Platform for Tiny Machine Learning Shawn Hymel Colby R. Banbury Daniel Situnayake A. Elium Carl Ward ... Louis Moreau Dmitry Maslov A. Beavis Jan Jongboom Vijay Janapa Reddi VLM LRM 29 95 0 02 Nov 2022
Machine Learning Sensors Pete Warden Matthew P. Stewart Brian Plancher Colby R. Banbury Shvetank Prakash Emma Chen Zain Asgar Sachin Katti Vijay Janapa Reddi 14 12 0 07 Jun 2022
Robotic Computing on FPGAs: Current Progress, Research Challenges, and Opportunities Zishen Wan A. Lele Bo Yu Shaoshan Liu Yu Wang Vijay Janapa Reddi Cong Hao A. Raychowdhury 26 13 0 14 May 2022
Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots Sabrina M. Neuman Brian Plancher Bardienus P. Duisterhof Srivatsan Krishnan Colby R. Banbury ... Shvetank Prakash Jason J. Jabbour Aleksandra Faust Guido de Croon Vijay Janapa Reddi 20 37 0 11 May 2022
TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems R. David Jared Duke Advait Jain Vijay Janapa Reddi Nat Jeffries ... Meghna Natraj Shlomi Regev Rocky Rhodes Tiezhen Wang Pete Warden 100 461 0 17 Oct 2020
Benchmarking TinyML Systems: Challenges and Direction Colby R. Banbury Vijay Janapa Reddi Max Lam William Fu A. Fazel ... Jae-sun Seo Jeff Sieracki Urmish Thakker Marian Verhelst Poonam Yadav 96 226 0 10 Mar 2020