Synthesis Lectures on Engineering, Science, and Technology

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

Chronologie aller Bände (1 - 2)

Reihe: Synthesis Lectures on Engineering, Science, and Technology

Die Reihenfolge beginnt mit dem Buch "Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices". Wer alle Bücher der Reihe nach lesen möchte, sollte mit diesem Band von Geancarlo Abich beginnen. Der zweite Teil der Reihe "Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices" ist am 01.01.2023 erschienen. Die Reihe umfasst derzeit 2 Bände. Der neueste Band trägt den Titel "Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices".

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  • Start der Reihe: 01.01.2023
  • Neueste Folge: 03.01.2024

Diese Reihenfolge enthält 2 unterschiedliche Autoren.

Cover: Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices
  • Autor: Abich, Geancarlo
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  • Medium: Buch
  • Veröffentlicht: 02.01.2023
  • Genre: Sonstiges

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

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. The authors also evaluate the relative performance, memory utilization, and soft error reliability trade-offs analysis of different CNN models considering a compiler-based technique w.r.t. traditional redundancy approaches.

Cover: Hydraulic Principles and Design Concepts for Submain Units with Multiple Outlets Pipelines
  • Autor: Yıldırım, Gürol
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  • Medium: Buch
  • Veröffentlicht: 12.10.2023
  • Genre: Sonstiges

Hydraulic Principles and Design Concepts for Submain Units with Multiple Outlets Pipelines

This book provides a state-of-the-art review of recent analytical developments on multi-outlets pipe flow hydraulics and alternative hydraulic design concepts. For this purpose, the book presents simple, but sufficiently accurate analytical equations, that can be applied directly without needing any numerical technique to achieve whole hydraulic computations. The analytical procedures explained here give an opportunity for designers to better understand the basic hydraulic principles of multi-outlet pipe flow, and demonstrate their applicability and efficiency to design problems of multi-outlet sub-main lines, covering various design configurations.

 

 

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