Presentation 2011-10-24
Three-Dimensional Accelerator Architecture for Image Recognition
Shinya UENO, ERIC Gauthier LOVIC, Koji INOUE, Kazuaki MURAKAMI,
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Abstract(in English) Image recognition used widely in several areas needs high-performance and low power processor. Accelerator is an effective method of high-performance and low-energy. Because conventional accelerator architecture is fixed while features of image recognition is wide variety, it is difficult for conventional accelerator that high-performance and low-energy execution. This paper describes adaptive accelerator architecture that we call NIMD/MIMD accelerator. NIMD/MIMD accelerator is able to select NIMD (No Instruction streams, Multiple Data streams) execution or MIMD (Multiple Instruction streams, Multiple Data streams) execution. In evaluation used model, we find that NIMD/MIMD accelerator is 7% faster and 40% lower energy than MIMD accelerator.
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Keyword(in English) Accelerator / 3D-IC / Reconfigurable-Processor / Image Recognition
Paper # SIP2011-63,ICD2011-66,IE2011-62
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Committee ICD
Conference Date 2011/10/17(1days)
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Registration To Integrated Circuits and Devices (ICD)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Three-Dimensional Accelerator Architecture for Image Recognition
Sub Title (in English)
Keyword(1) Accelerator
Keyword(2) 3D-IC
Keyword(3) Reconfigurable-Processor
Keyword(4) Image Recognition
1st Author's Name Shinya UENO
1st Author's Affiliation Graduate School of Information Science and Electrical Engineering, Kyushu University()
2nd Author's Name ERIC Gauthier LOVIC
2nd Author's Affiliation Faculty of Information Science and Electrical Engineer-ing, Kyushu University
3rd Author's Name Koji INOUE
3rd Author's Affiliation Faculty of Information Science and Electrical Engineer-ing, Kyushu University
4th Author's Name Kazuaki MURAKAMI
4th Author's Affiliation Faculty of Information Science and Electrical Engineer-ing, Kyushu University
Date 2011-10-24
Paper # SIP2011-63,ICD2011-66,IE2011-62
Volume (vol) vol.111
Number (no) 258
Page pp.pp.-
#Pages 6
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