A Practical Approach to the Analysis and Optimization of Neural Networks on Embedded Systems

A Practical Approach to the Analysis and Optimization of Neural Networks on Embedded Systems

The exponential increase in internet data poses several challenges to cloud systems and data centers, such as scalability, power overheads, network load, and data security. To overcome these limitations, research is focusing on the development of edge computing systems, i.e., based on a distributed...

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Bibliographic Details
Main Authors: Mario Merone, Alessandro Graziosi, Valerio Lapadula, Lorenzo Petrosino, Onorato d’Angelis, Luca Vollero
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
Internet of Things
edge computing
artificial intelligence
embedded system
convolutional neural network
optimization method
Online Access:https://www.mdpi.com/1424-8220/22/20/7807

Internet

https://www.mdpi.com/1424-8220/22/20/7807

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