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Hardware Acceleration Technology for Deep-Learning in Autonomous Vehicles

Authors :
Jong-min Yoon
Chang-song Oh
Source :
BigComp
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

In order to realize the autonomous vehicle, it is necessary to have fast computing ability to process sensor information inputted in real time. Particularly, there is a limit in calculating an image input from a plurality of cameras using a general-purpose CPU. For this purpose, dedicated hardware acceleration technology have been applied in using deep learning technology for autonomous vehicles. I would like to consider hardware acceleration technology that is used to implement the deep learning technology of hardware developers worldwide quickly and efficiently.

Details

Database :
OpenAIRE
Journal :
2019 IEEE International Conference on Big Data and Smart Computing (BigComp)
Accession number :
edsair.doi...........1b931da97733342f2de059cf484736fa