| Presentation | 2014-11-26 General-Purpose Pattern Recognition Processor Based on the k Nearest-Neighbor Algorithm with High-Speed, Low-Power Shogo YAMASAKI, Toshinobu AKAZAWA, Fengwei AN, Hans Jurgen MATTAUSCH, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A learning and pattern recognition processors for the k nearest neighbor (k-NN) recognition algorithm using a nearest Euclidean-distance search associative memory and a classification circuit for the k nearest neighbors. A SoC design example of the complete k-NN system is implemented in 180nm CMOS with 32 reference vectors and 2～8 classes. Small silicon area of 3.51 mm^2, low power consumption of 5.02mW and a maximum operating frequency of 42.9MHz (at V_ |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | associative memory / Euclidean distance / k-NN / pattern matching / pattern recognition |
| Paper # | VLD2014-75,DC2014-29 |
| Date of Issue |
| Conference Information | |
| Committee | DC |
|---|---|
| Conference Date | 2014/11/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Dependable Computing (DC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | General-Purpose Pattern Recognition Processor Based on the k Nearest-Neighbor Algorithm with High-Speed, Low-Power |
| Sub Title (in English) | |
| Keyword(1) | associative memory |
| Keyword(2) | Euclidean distance |
| Keyword(3) | k-NN |
| Keyword(4) | pattern matching |
| Keyword(5) | pattern recognition |
| 1st Author's Name | Shogo YAMASAKI |
| 1st Author's Affiliation | Research Institute for Nanodevice and Bio Systems, Hiroshima University() |
| 2nd Author's Name | Toshinobu AKAZAWA |
| 2nd Author's Affiliation | Research Institute for Nanodevice and Bio Systems, Hiroshima University |
| 3rd Author's Name | Fengwei AN |
| 3rd Author's Affiliation | Research Institute for Nanodevice and Bio Systems, Hiroshima University |
| 4th Author's Name | Hans Jurgen MATTAUSCH |
| 4th Author's Affiliation | Research Institute for Nanodevice and Bio Systems, Hiroshima University |
| Date | 2014-11-26 |
| Paper # | VLD2014-75,DC2014-29 |
| Volume (vol) | vol.114 |
| Number (no) | 329 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |