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

Davide Nadalini, Manuele Rusci, Luca Benini +1

Enabling On-Device Learning (ODL) for Ultra-Low-Power Micro-Controller Units (MCUs) is a key step for post-deployment adaptation and fine-tuning of Deep Neural Network (DNN) models…