Citation Export
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Jeon, Yongsung | - |
| dc.contributor.author | Kim, Chang Sik | - |
| dc.contributor.author | Kim, Young Jin | - |
| dc.date.issued | 2018-03-26 | - |
| dc.identifier.uri | https://aurora.ajou.ac.kr/handle/2018.oak/36279 | - |
| dc.identifier.uri | https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85048871399&origin=inward | - |
| dc.description.abstract | In this paper, we describe applying techniques for accelerating neural network algorithms on mobile embedded systems. MNIST handwriting artificial neural networks that identify numerical images are accelerated and compared using OpenCL, OpenMP, NEON, and other performance optimization techniques. | - |
| dc.description.sponsorship | This research was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Science and ICT (No. 2015R1A2A2A01008434) and Institute for Information & communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No.2017-0-01696). | - |
| dc.language.iso | eng | - |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
| dc.subject.mesh | Neural network algorithm | - |
| dc.subject.mesh | Numerical images | - |
| dc.subject.mesh | Performance acceleration | - |
| dc.subject.mesh | Performance optimizations | - |
| dc.title | Performance acceleration of neural networks on mobile embedded systems | - |
| dc.type | Conference | - |
| dc.citation.conferenceDate | 2018.1.12. ~ 2018.1.14. | - |
| dc.citation.conferenceName | 2018 IEEE International Conference on Consumer Electronics, ICCE 2018 | - |
| dc.citation.edition | 2018 IEEE International Conference on Consumer Electronics, ICCE 2018 | - |
| dc.citation.endPage | 2 | - |
| dc.citation.startPage | 1 | - |
| dc.citation.title | 2018 IEEE International Conference on Consumer Electronics, ICCE 2018 | - |
| dc.citation.volume | 2018-January | - |
| dc.identifier.bibliographicCitation | 2018 IEEE International Conference on Consumer Electronics, ICCE 2018, Vol.2018-January, pp.1-2 | - |
| dc.identifier.doi | 10.1109/icce.2018.8326127 | - |
| dc.identifier.scopusid | 2-s2.0-85048871399 | - |
| dc.type.other | Conference Paper | - |
| dc.description.isoa | false | - |
| dc.subject.subarea | Computer Networks and Communications | - |
| dc.subject.subarea | Electrical and Electronic Engineering | - |
| dc.subject.subarea | Media Technology | - |
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