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Hardware Acceleration Technology for Deep-Learning in Autonomous Vehicles
- 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.
- Subjects :
- Computer science
business.industry
Deep learning
020208 electrical & electronic engineering
Limit (music)
0202 electrical engineering, electronic engineering, information engineering
Process (computing)
Hardware acceleration
020201 artificial intelligence & image processing
02 engineering and technology
Artificial intelligence
business
Computer hardware
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2019 IEEE International Conference on Big Data and Smart Computing (BigComp)
- Accession number :
- edsair.doi...........1b931da97733342f2de059cf484736fa