Analyzing the soft error reliability of convolutional neural networks on graphics processing unit

There have been an extensive use of Convolutional Neural Networks (CNNs) in safety critical applications. Presently, GPUs are most prominent and dominated DNN accelerators to increase the execution speed of CNN models to improve their performance as well as the La...

Full description

Bibliographic Details

Main Authors:	Khalid, Adam, Izzeldin Ibrahim, Mohamed Abdelaziz, Ibrahim, Younis
Format:	Conference or Workshop Item
Language:	en
Published:	IOP Publishing 2021
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	https://umpir.ump.edu.my/id/eprint/30807/1/Analyzing%20the%20soft%20error%20reliability%20of%20convolutional%20neural%20networks.pdf https://umpir.ump.edu.my/id/eprint/30807/ https://doi.org/10.1088/1742-6596/1933/1/012045
Tags:	Add Tag No Tags, Be the first to tag this record!