Carry-Through Checksum: A Lightweight Fault-Detection for CNN Inference at the Edge

Kyrylo Nazarevych, Mohammad Hasan Ahmadilivani, Krister Kaldre +2

Convolutional Neural Networks (CNNs) are increasingly deployed in safety-critical edge applications, where soft errors can silently corrupt inference outputs and lead to unsafe dec…