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. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Accelerator / 3D-IC / Reconfigurable-Processor / Image Recognition |
Paper # | SIP2011-63,ICD2011-66,IE2011-62 |
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Conference Information | |
Committee | ICD |
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Conference Date | 2011/10/17(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Integrated Circuits and Devices (ICD) |
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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 |
Date of Issue |