BriefGPT.xyz
Sep, 2023
面向机器学习的微型机器学习调查
A Machine Learning-oriented Survey on Tiny Machine Learning
HTML
PDF
Luigi Capogrosso, Federico Cunico, Dong Seon Cheng, Franco Fummi, Marco cristani
TL;DR
综述了TinyML的学习算法、系统实现工作流程、模型优化与设计、硬件设备和软件工具的特点,以及挑战和未来方向。
Abstract
The emergence of
tiny machine learning
(TinyML) has positively revolutionized the field of Artificial Intelligence by promoting the joint design of resource-constrained
iot hardware devices
and their learning-bas
→