Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices

Author : Geancarlo Abich,Ricardo Reis

Paperback

Published : Wednesday 3 January 2024

ISBN : 9783031186011

Price : €81.89

Description

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.

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