An Energy Efficient Real-Time Object Recognition Processor with Neuro-Fuzzy Controlled Workload-aware Task Pipelining
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Kim, Joo-Young | ko |
| dc.contributor.author | Kim, Minsu | ko |
| dc.contributor.author | Lee, Seungjin | ko |
| dc.contributor.author | Oh, Jinwook | ko |
| dc.contributor.author | Kim, Kwanho | ko |
| dc.contributor.author | Woo, Jeong-Ho | ko |
| dc.contributor.author | Yoo, Hoi-Jun | ko |
| dc.date.accessioned | 2013-03-27T09:45:44Z | - |
| dc.date.available | 2013-03-27T09:45:44Z | - |
| dc.date.created | 2012-02-06 | - |
| dc.date.created | 2012-02-06 | - |
| dc.date.created | 2012-02-06 | - |
| dc.date.issued | 2009-04-15 | - |
| dc.identifier.citation | Coolchips 2009, pp.361 - 363 | - |
| dc.identifier.uri | http://hdl.handle.net/10203/161371 | - |
| dc.description.abstract | An energy efficient pipelined architecture is proposed for multi-core object recognition processor. The proposed neuro-fuzzy controller and intelligent estimation of the workload of input video stream enable seamless pipelined operation of the 3 object recognition tasks. The neuro-fuzzy controller extracts the fine-grained region-of-interest, and its task pipelining achieves 60.6fps, 5.8x higher performance. The 8.1mJ/frame energy efficiency is obtained by workload aware task scheduling and power management, and it is 6.9x higher efficiency compared to the previous multi-core architectures. | - |
| dc.language | English | - |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
| dc.title | An Energy Efficient Real-Time Object Recognition Processor with Neuro-Fuzzy Controlled Workload-aware Task Pipelining | - |
| dc.type | Conference | - |
| dc.type.rims | CONF | - |
| dc.citation.beginningpage | 361 | - |
| dc.citation.endingpage | 363 | - |
| dc.citation.publicationname | Coolchips 2009 | - |
| dc.identifier.conferencecountry | JA | - |
| dc.identifier.conferencelocation | Yokohama | - |
| dc.contributor.localauthor | Kim, Joo-Young | - |
| dc.contributor.localauthor | Yoo, Hoi-Jun | - |
| dc.contributor.nonIdAuthor | Kim, Minsu | - |
| dc.contributor.nonIdAuthor | Lee, Seungjin | - |
| dc.contributor.nonIdAuthor | Oh, Jinwook | - |
| dc.contributor.nonIdAuthor | Kim, Kwanho | - |
| dc.contributor.nonIdAuthor | Woo, Jeong-Ho | - |
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