Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices (eBook) von Geancarlo Abich
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Introduction.- Background in ML Models and Radiation Effects.- Related Works.- Soft Error Assessment Methodology.- Early Soft Error Consistency Assessment.- Soft Error Reliability Assessment of ML Inference Models executing on resource-constrained IoT edge devices.- Conclusions and Future Work.
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Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devi von Geancarlo Abich - mit der ISBN: 9783031185991
Fault Injection; Machine Learning Applied to Soft Error Assessment; resource-constrained IoT; soft error analysis; software reliability; B; Internet of Things; Electronics Design and Verification; Electronic Circuits and Systems; Cyber-Physical Systems; Engineering, Online-Buchhandlung
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