Reduced Precision Floating-Point Optimization for Deep Neural Network
On-Device Learning on MicroControllers

Reduced Precision Floating-Point Optimization for Deep Neural Network On-Device Learning on MicroControllers

30 May 2023

Luca Benini

Francesco Conti

Papers citing "Reduced Precision Floating-Point Optimization for Deep Neural Network On-Device Learning on MicroControllers"

4 / 4 papers shown

Title
Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio Sensors Manuele Rusci Francesco Paci Marco Fariselli Eric Flamand Tinne Tuytelaars 17 0 0 22 Aug 2024
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays Leonardo Ravaglia Manuele Rusci D. Nadalini Alessandro Capotondi Francesco Conti Luca Benini BDL 37 62 0 20 Oct 2021
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 93 226 0 10 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017