Hardware/Software Co-Design Optimization for Training Recurrent Neural Networks at the Edge

Edge devices execute pre-trained Artificial Intelligence (AI) models optimized on large Graphical Processing Units (GPUs); however, they frequently require fine-tuning when deployed in the real world. This fine-tuning, referred to as edge learning, is essential for personalized tasks such as speech...

Full description

Saved in:
Bibliographic Details
Main Authors: Yicheng Zhang, Bojian Yin, Manil Dev Gomony, Henk Corporaal, Carsten Trinitis, Federico Corradi
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Journal of Low Power Electronics and Applications
Subjects:
Online Access:https://www.mdpi.com/2079-9268/15/1/15
Tags: Add Tag
No Tags, Be the first to tag this record!