Early soft error reliability assessment of convolutional neural networks executing on resource-constrained iot edge devices
Auteur :
Abich, Geancarlo / Ost, Luciano / Reis, Ricardo
Éditeur :
Springer International Publishing AG
ISBN :
9783031186011
Date de publication :
3 janv. 2024
Dimensions :
24,0 x 16,8 cm
Langue :
Anglais
Pays d'origine :
Suisse
This book describes an extensive and consistent soft error assessment of convolutional neural network (CNN) models from different domains through more than 14.8 million fault injections, considering different precision bit-width configurations, optimization parameters, and processor models.