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Geancarlo Abich, Ricardo Reis, Luciano Ost

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

Synthesis Lectures on Engineering, Science, and Technology

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 diffe…

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