Title
Platform Generation for Edge AI Devices with Custom Hardware Accelerators
Abstract
In recent years artificial neural networks (NNs) have been at the center of research on data processing. However, their high computational demand often prohibits deployment on resource-constrained Industrial IoT Systems. Custom hardware accelerators can enable real-time NN processing on small-scale edge devices but are generally hard to develop and integrate. In this paper we present a hardware ge...
Year
DOI
Venue
2021
10.1109/INDIN45523.2021.9557519
2021 IEEE 19th International Conference on Industrial Informatics (INDIN)
Keywords
DocType
ISBN
Condition monitoring,Conferences,Artificial neural networks,Valves,Data processing,Real-time systems,Informatics
Conference
978-1-7281-4395-8
Citations 
PageRank 
References 
0
0.34
0
Authors
6
Name
Order
Citations
PageRank
Leon Hielscher101.01
Alexander Bloeck200.34
Alexander Viehl318125.01
Sebastian Reiter4233.85
Marc Staiger500.34
Oliver Bringmann658671.36