Recent Advances in Embedded Computing, Intelligence and Applications

Jorge Portilla, Andres Otero, Gabriel Mujica

ISBN 10: 3036542469 / ISBN 13: 9783036542461

Editore: Mdpi AG, 2022

Codice articolo LU-9783036542461

Riassunto:

The latest proliferation of Internet of Things deployments and edge computing combined with artificial intelligence has led to new exciting application scenarios, where embedded digital devices are essential enablers. Moreover, new powerful and efficient devices are appearing to cope with workloads formerly reserved for the cloud, such as deep learning. These devices allow processing close to where data are generated, avoiding bottlenecks due to communication limitations. The efficient integration of hardware, software and artificial intelligence capabilities deployed in real sensing contexts empowers the edge intelligence paradigm, which will ultimately contribute to the fostering of the offloading processing functionalities to the edge. In this Special Issue, researchers have contributed nine peer-reviewed papers covering a wide range of topics in the area of edge intelligence. Among them are hardware-accelerated implementations of deep neural networks, IoT platforms for extreme edge computing, neuro-evolvable and neuromorphic machine learning, and embedded recommender systems.

Dati bibliografici

Titolo: Recent Advances in Embedded Computing, ...
Casa editrice: Mdpi AG
Data di pubblicazione: 2022
Legatura: Hardback
Condizione: New