Publications
Detailed Information
In-Memory Nearest Neighbor Search With Nanoelectromechanical Ternary Content-Addressable Memory
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lee, Jae Seong | - |
dc.contributor.author | Yoon, Jisoo | - |
dc.contributor.author | Choi, Woo Young | - |
dc.date.accessioned | 2022-10-26T07:22:51Z | - |
dc.date.available | 2022-10-26T07:22:51Z | - |
dc.date.created | 2022-10-19 | - |
dc.date.issued | 2022-01 | - |
dc.identifier.citation | IEEE Electron Device Letters, Vol.43 No.1, pp.154-157 | - |
dc.identifier.issn | 0741-3106 | - |
dc.identifier.uri | https://hdl.handle.net/10371/186901 | - |
dc.description.abstract | Nearest neighbor (NN) search is widely used in pattern classification and memory-augmented neural networks. To overcome the von Neumann bottleneck in conventional NN search architecture, in this study, nanoelectromechanical-switch-based ternary content-addressable memory (NEMTCAM) is introduced for the NN classifier. NEMTCAM can calculate the Hamming distance between the input vector and the stored vectors in a parallel search operation. The NEMTCAM operation was experimentally demonstrated. Furthermore, an analytical model for NN search accuracy, including cell-to-cell parasitic resistance, is presented. NEMTCAM can calculate up to 10 Hamming distances in 32-bit words owing to the high current ratio of the NEM memory switches. | - |
dc.language | 영어 | - |
dc.publisher | Institute of Electrical and Electronics Engineers | - |
dc.title | In-Memory Nearest Neighbor Search With Nanoelectromechanical Ternary Content-Addressable Memory | - |
dc.type | Article | - |
dc.identifier.doi | 10.1109/LED.2021.3131184 | - |
dc.citation.journaltitle | IEEE Electron Device Letters | - |
dc.identifier.wosid | 000736740500043 | - |
dc.identifier.scopusid | 2-s2.0-85120541444 | - |
dc.citation.endpage | 157 | - |
dc.citation.number | 1 | - |
dc.citation.startpage | 154 | - |
dc.citation.volume | 43 | - |
dc.description.isOpenAccess | N | - |
dc.contributor.affiliatedAuthor | Choi, Woo Young | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
- Appears in Collections:
- Files in This Item:
- There are no files associated with this item.
Item View & Download Count
Items in S-Space are protected by copyright, with all rights reserved, unless otherwise indicated.