TinyML Platforms Benchmarking

TinyML Platforms Benchmarking

30 November 2021

Usman Abid

Davide Brunelli

Papers citing "TinyML Platforms Benchmarking"

7 / 7 papers shown

Title
Flying in air ducts Thomas Martin Adrien Guénard Vladislav Tempez Lucien Renaud Thibaut Raharijaona F. Ruffier Jean-Baptiste Mouret 22 0 0 10 Oct 2024
U-TOE: Universal TinyML On-board Evaluation Toolkit for Low-Power IoT Zhao Huang K. Zandberg K. Schleiser Emmanuel Baccelli 17 5 0 26 Jun 2023
Tiny-HR: Towards an interpretable machine learning pipeline for heart rate estimation on edge devices Preetam Anbukarasu Shailesh Nanisetty Ganesh Tata Nilanjan Ray 13 5 0 16 Aug 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 19 117 0 29 May 2022
Measuring what Really Matters: Optimizing Neural Networks for TinyML Lennart Heim Andreas Biri Zhongnan Qu Lothar Thiele 38 30 0 21 Apr 2021
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 105 465 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 98 228 0 10 Mar 2020