Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices - Synthesis Lectures on Engineering, Science, and Technology - Geancarlo Abich - Books - Springer International Publishing AG - 9783031186011 - January 3, 2024
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Geancarlo Abich
Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices - Synthesis Lectures on Engineering, Science, and Technology 2023 edition

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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.

131 pages, 44 Illustrations, color; 3 Illustrations, black and white; XV, 131 p. 47 illus., 44 illus

Media Books     Paperback Book   (Book with soft cover and glued back)
Released January 3, 2024
ISBN13 9783031186011
Publishers Springer International Publishing AG
Pages 131
Dimensions 150 × 220 × 10 mm   ·   244 g
Language German  

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