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Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices
Engelsk
Bogcover for Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices af Luciano Ost, Geancarlo Abich, Ricardo Reis, 9783031186011
Specifikationer
Sprog:
Engelsk
Sider:
131
ISBN-13:
9783031186011
Indbinding:
Paperback
ISBN-10:
303118601X
Udg. Dato:
3 jan 2024
Størrelse i cm:
24,0 x 16,8
Oplagsdato:
3 jan 2024

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

Engelsk
Paperback 2024
Format:

Bog beskrivelse
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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Specifikationer
Sprog:
Engelsk
Sider:
131
ISBN-13:
9783031186011
Indbinding:
Paperback
ISBN-10:
303118601X
Udg. Dato:
3 jan 2024
Størrelse i cm:
24,0 x 16,8
Oplagsdato:
3 jan 2024
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