| Presentation | 2012-10-19 Accelerator Architecture for Multi Scale Filter Operation Shinya UENO, ERIC Gauthier LOVIC, Koji INOUE, Kazuaki MURAKAMI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Image recognition processing includes a number of filter operations which dominate the total execution time. Exploiting ALU array to accelerate the filter operations is one of the most promising approaches to achieve such energy-efficient executions. However, it is difficult for conventional ALU array accelerator to achieve high-performance and low-energy for multi-scale filter operations. To tackle this issule this paper proposes DSP (Data Stream Processing) tile accelerator for multi scale filter operations. Tile accelerator has many DSP tiles which can execute a small size of filter efficiently. Each DSP tile is connected with three-dimensionally implemented scratch-pad memories via TSVs. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Accelerator / Reconfigurable-Processor / Image Recognition |
| Paper # | VLD2012-51,SIP2012-73,ICD2012-68,IE2012-75 |
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| Conference Information | |
| Committee | SIP |
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| Conference Date | 2012/10/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Signal Processing (SIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Accelerator Architecture for Multi Scale Filter Operation |
| Sub Title (in English) | |
| Keyword(1) | Accelerator |
| Keyword(2) | Reconfigurable-Processor |
| Keyword(3) | 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 | 2012-10-19 |
| Paper # | VLD2012-51,SIP2012-73,ICD2012-68,IE2012-75 |
| Volume (vol) | vol.112 |
| Number (no) | 246 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |